In [1]:
# Supress Warnings
import warnings
warnings.filterwarnings('ignore')
In [2]:
# Import the numpy and pandas packages
import numpy as np
import pandas as pd
Task 1: Reading and Inspection¶
- ### Subtask 1.1: Import and read
Import and read the movie database. Store it in a variable called movies.
In [3]:
movies = pd.read_csv('Movie_2BAssignment_2BData_(2).csv')
movies.head()
Out[3]:
| color | director_name | num_critic_for_reviews | duration | director_facebook_likes | actor_3_facebook_likes | actor_2_name | actor_1_facebook_likes | gross | genres | ... | num_user_for_reviews | language | country | content_rating | budget | title_year | actor_2_facebook_likes | imdb_score | aspect_ratio | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Color | James Cameron | 723.0 | 178.0 | 0.0 | 855.0 | Joel David Moore | 1000.0 | 760505847.0 | Action|Adventure|Fantasy|Sci-Fi | ... | 3054.0 | English | USA | PG-13 | 237000000.0 | 2009.0 | 936.0 | 7.9 | 1.78 | 33000 |
| 1 | Color | Gore Verbinski | 302.0 | 169.0 | 563.0 | 1000.0 | Orlando Bloom | 40000.0 | 309404152.0 | Action|Adventure|Fantasy | ... | 1238.0 | English | USA | PG-13 | 300000000.0 | 2007.0 | 5000.0 | 7.1 | 2.35 | 0 |
| 2 | Color | Sam Mendes | 602.0 | 148.0 | 0.0 | 161.0 | Rory Kinnear | 11000.0 | 200074175.0 | Action|Adventure|Thriller | ... | 994.0 | English | UK | PG-13 | 245000000.0 | 2015.0 | 393.0 | 6.8 | 2.35 | 85000 |
| 3 | Color | Christopher Nolan | 813.0 | 164.0 | 22000.0 | 23000.0 | Christian Bale | 27000.0 | 448130642.0 | Action|Thriller | ... | 2701.0 | English | USA | PG-13 | 250000000.0 | 2012.0 | 23000.0 | 8.5 | 2.35 | 164000 |
| 4 | NaN | Doug Walker | NaN | NaN | 131.0 | NaN | Rob Walker | 131.0 | NaN | Documentary | ... | NaN | NaN | NaN | NaN | NaN | NaN | 12.0 | 7.1 | NaN | 0 |
5 rows × 28 columns
- ### Subtask 1.2: Inspect the dataframe
Inspect the dataframe's columns, shapes, variable types etc.
In [4]:
movies.shape #It has 5043 rows and 28 columns.
Out[4]:
(5043, 28)
In [5]:
movies.columns
Out[5]:
Index(['color', 'director_name', 'num_critic_for_reviews', 'duration',
'director_facebook_likes', 'actor_3_facebook_likes', 'actor_2_name',
'actor_1_facebook_likes', 'gross', 'genres', 'actor_1_name',
'movie_title', 'num_voted_users', 'cast_total_facebook_likes',
'actor_3_name', 'facenumber_in_poster', 'plot_keywords',
'movie_imdb_link', 'num_user_for_reviews', 'language', 'country',
'content_rating', 'budget', 'title_year', 'actor_2_facebook_likes',
'imdb_score', 'aspect_ratio', 'movie_facebook_likes'],
dtype='object')
In [6]:
list(movies.columns)
Out[6]:
['color', 'director_name', 'num_critic_for_reviews', 'duration', 'director_facebook_likes', 'actor_3_facebook_likes', 'actor_2_name', 'actor_1_facebook_likes', 'gross', 'genres', 'actor_1_name', 'movie_title', 'num_voted_users', 'cast_total_facebook_likes', 'actor_3_name', 'facenumber_in_poster', 'plot_keywords', 'movie_imdb_link', 'num_user_for_reviews', 'language', 'country', 'content_rating', 'budget', 'title_year', 'actor_2_facebook_likes', 'imdb_score', 'aspect_ratio', 'movie_facebook_likes']
In [7]:
print(list(movies.columns),end=' ')
['color', 'director_name', 'num_critic_for_reviews', 'duration', 'director_facebook_likes', 'actor_3_facebook_likes', 'actor_2_name', 'actor_1_facebook_likes', 'gross', 'genres', 'actor_1_name', 'movie_title', 'num_voted_users', 'cast_total_facebook_likes', 'actor_3_name', 'facenumber_in_poster', 'plot_keywords', 'movie_imdb_link', 'num_user_for_reviews', 'language', 'country', 'content_rating', 'budget', 'title_year', 'actor_2_facebook_likes', 'imdb_score', 'aspect_ratio', 'movie_facebook_likes']
In [8]:
L=[]
for i in movies.columns:
L.append(i)
print(L)
['color', 'director_name', 'num_critic_for_reviews', 'duration', 'director_facebook_likes', 'actor_3_facebook_likes', 'actor_2_name', 'actor_1_facebook_likes', 'gross', 'genres', 'actor_1_name', 'movie_title', 'num_voted_users', 'cast_total_facebook_likes', 'actor_3_name', 'facenumber_in_poster', 'plot_keywords', 'movie_imdb_link', 'num_user_for_reviews', 'language', 'country', 'content_rating', 'budget', 'title_year', 'actor_2_facebook_likes', 'imdb_score', 'aspect_ratio', 'movie_facebook_likes']
In [9]:
movies.dtypes #To get the datatypes of columns of movies.
Out[9]:
color object director_name object num_critic_for_reviews float64 duration float64 director_facebook_likes float64 actor_3_facebook_likes float64 actor_2_name object actor_1_facebook_likes float64 gross float64 genres object actor_1_name object movie_title object num_voted_users int64 cast_total_facebook_likes int64 actor_3_name object facenumber_in_poster float64 plot_keywords object movie_imdb_link object num_user_for_reviews float64 language object country object content_rating object budget float64 title_year float64 actor_2_facebook_likes float64 imdb_score float64 aspect_ratio float64 movie_facebook_likes int64 dtype: object
In [10]:
movies.describe
Out[10]:
<bound method NDFrame.describe of color director_name num_critic_for_reviews duration \
0 Color James Cameron 723.0 178.0
1 Color Gore Verbinski 302.0 169.0
2 Color Sam Mendes 602.0 148.0
3 Color Christopher Nolan 813.0 164.0
4 NaN Doug Walker NaN NaN
... ... ... ... ...
5038 Color Scott Smith 1.0 87.0
5039 Color NaN 43.0 43.0
5040 Color Benjamin Roberds 13.0 76.0
5041 Color Daniel Hsia 14.0 100.0
5042 Color Jon Gunn 43.0 90.0
director_facebook_likes actor_3_facebook_likes actor_2_name \
0 0.0 855.0 Joel David Moore
1 563.0 1000.0 Orlando Bloom
2 0.0 161.0 Rory Kinnear
3 22000.0 23000.0 Christian Bale
4 131.0 NaN Rob Walker
... ... ... ...
5038 2.0 318.0 Daphne Zuniga
5039 NaN 319.0 Valorie Curry
5040 0.0 0.0 Maxwell Moody
5041 0.0 489.0 Daniel Henney
5042 16.0 16.0 Brian Herzlinger
actor_1_facebook_likes gross genres \
0 1000.0 760505847.0 Action|Adventure|Fantasy|Sci-Fi
1 40000.0 309404152.0 Action|Adventure|Fantasy
2 11000.0 200074175.0 Action|Adventure|Thriller
3 27000.0 448130642.0 Action|Thriller
4 131.0 NaN Documentary
... ... ... ...
5038 637.0 NaN Comedy|Drama
5039 841.0 NaN Crime|Drama|Mystery|Thriller
5040 0.0 NaN Drama|Horror|Thriller
5041 946.0 10443.0 Comedy|Drama|Romance
5042 86.0 85222.0 Documentary
... num_user_for_reviews language country content_rating budget \
0 ... 3054.0 English USA PG-13 237000000.0
1 ... 1238.0 English USA PG-13 300000000.0
2 ... 994.0 English UK PG-13 245000000.0
3 ... 2701.0 English USA PG-13 250000000.0
4 ... NaN NaN NaN NaN NaN
... ... ... ... ... ... ...
5038 ... 6.0 English Canada NaN NaN
5039 ... 359.0 English USA TV-14 NaN
5040 ... 3.0 English USA NaN 1400.0
5041 ... 9.0 English USA PG-13 NaN
5042 ... 84.0 English USA PG 1100.0
title_year actor_2_facebook_likes imdb_score aspect_ratio \
0 2009.0 936.0 7.9 1.78
1 2007.0 5000.0 7.1 2.35
2 2015.0 393.0 6.8 2.35
3 2012.0 23000.0 8.5 2.35
4 NaN 12.0 7.1 NaN
... ... ... ... ...
5038 2013.0 470.0 7.7 NaN
5039 NaN 593.0 7.5 16.00
5040 2013.0 0.0 6.3 NaN
5041 2012.0 719.0 6.3 2.35
5042 2004.0 23.0 6.6 1.85
movie_facebook_likes
0 33000
1 0
2 85000
3 164000
4 0
... ...
5038 84
5039 32000
5040 16
5041 660
5042 456
[5043 rows x 28 columns]>
Task 2: Cleaning the Data¶
- ### Subtask 2.1: Inspect Null values
Find out the number of Null values in all the columns and rows. Also, find the percentage of Null values in each column. Round off the percentages upto two decimal places.
In [11]:
A=list(movies['color'].isnull().value_counts())
A
# index 0 indicates non null value and index 1 indicates null values in respective columns
Out[11]:
[5024, 19]
In [12]:
A=movies['color'].isnull()
B=list(A.value_counts())
B
# index 0 indicates non null value and index 1 indicates null values in respective columns
Out[12]:
[5024, 19]
In [13]:
# Write your code for column-wise null count here
for i in movies.columns:
print(len(movies[i].dropna()))
# It prints the non_null values.
5024 4939 4993 5028 4939 5020 5030 5036 4159 5043 5036 5043 5043 5043 5020 5030 4890 5043 5022 5031 5038 4740 4551 4935 5030 5043 4714 5043
In [14]:
# Write your code for column-wise null count here
for i in movies.columns:
A=list(movies[i].isnull().value_counts())
if len(A)==1:
B=0
else:
B=A[1]
print('Column: {} Null_value: {} True_value: {}'.format(i,B,A[0]))
Column: color Null_value: 19 True_value: 5024 Column: director_name Null_value: 104 True_value: 4939 Column: num_critic_for_reviews Null_value: 50 True_value: 4993 Column: duration Null_value: 15 True_value: 5028 Column: director_facebook_likes Null_value: 104 True_value: 4939 Column: actor_3_facebook_likes Null_value: 23 True_value: 5020 Column: actor_2_name Null_value: 13 True_value: 5030 Column: actor_1_facebook_likes Null_value: 7 True_value: 5036 Column: gross Null_value: 884 True_value: 4159 Column: genres Null_value: 0 True_value: 5043 Column: actor_1_name Null_value: 7 True_value: 5036 Column: movie_title Null_value: 0 True_value: 5043 Column: num_voted_users Null_value: 0 True_value: 5043 Column: cast_total_facebook_likes Null_value: 0 True_value: 5043 Column: actor_3_name Null_value: 23 True_value: 5020 Column: facenumber_in_poster Null_value: 13 True_value: 5030 Column: plot_keywords Null_value: 153 True_value: 4890 Column: movie_imdb_link Null_value: 0 True_value: 5043 Column: num_user_for_reviews Null_value: 21 True_value: 5022 Column: language Null_value: 12 True_value: 5031 Column: country Null_value: 5 True_value: 5038 Column: content_rating Null_value: 303 True_value: 4740 Column: budget Null_value: 492 True_value: 4551 Column: title_year Null_value: 108 True_value: 4935 Column: actor_2_facebook_likes Null_value: 13 True_value: 5030 Column: imdb_score Null_value: 0 True_value: 5043 Column: aspect_ratio Null_value: 329 True_value: 4714 Column: movie_facebook_likes Null_value: 0 True_value: 5043
In [15]:
# Write your code for column-wise null percentages here
D=movies.shape[0]
for i in movies.columns:
A=list(movies[i].isnull().value_counts())
if len(A)==1:
B=0
else:
B=A[1]
null_per=(B/D)*100
not_null_per=((D-B)/D)*100
print('Column: {} Null_Percentage: {} True_value_Percentage: {}'.format(i,null_per,not_null_per))
Column: color Null_Percentage: 0.3767598651596272 True_value_Percentage: 99.62324013484037 Column: director_name Null_Percentage: 2.062264525084275 True_value_Percentage: 97.93773547491573 Column: num_critic_for_reviews Null_Percentage: 0.9914733293674401 True_value_Percentage: 99.00852667063256 Column: duration Null_Percentage: 0.297441998810232 True_value_Percentage: 99.70255800118977 Column: director_facebook_likes Null_Percentage: 2.062264525084275 True_value_Percentage: 97.93773547491573 Column: actor_3_facebook_likes Null_Percentage: 0.4560777315090224 True_value_Percentage: 99.54392226849097 Column: actor_2_name Null_Percentage: 0.2577830656355344 True_value_Percentage: 99.74221693436446 Column: actor_1_facebook_likes Null_Percentage: 0.13880626611144162 True_value_Percentage: 99.86119373388856 Column: gross Null_Percentage: 17.52924846321634 True_value_Percentage: 82.47075153678367 Column: genres Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: actor_1_name Null_Percentage: 0.13880626611144162 True_value_Percentage: 99.86119373388856 Column: movie_title Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: num_voted_users Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: cast_total_facebook_likes Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: actor_3_name Null_Percentage: 0.4560777315090224 True_value_Percentage: 99.54392226849097 Column: facenumber_in_poster Null_Percentage: 0.2577830656355344 True_value_Percentage: 99.74221693436446 Column: plot_keywords Null_Percentage: 3.0339083878643662 True_value_Percentage: 96.96609161213563 Column: movie_imdb_link Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: num_user_for_reviews Null_Percentage: 0.41641879833432477 True_value_Percentage: 99.58358120166567 Column: language Null_Percentage: 0.2379535990481856 True_value_Percentage: 99.7620464009518 Column: country Null_Percentage: 0.099147332936744 True_value_Percentage: 99.90085266706326 Column: content_rating Null_Percentage: 6.008328375966687 True_value_Percentage: 93.99167162403332 Column: budget Null_Percentage: 9.75609756097561 True_value_Percentage: 90.2439024390244 Column: title_year Null_Percentage: 2.1415823914336705 True_value_Percentage: 97.85841760856633 Column: actor_2_facebook_likes Null_Percentage: 0.2577830656355344 True_value_Percentage: 99.74221693436446 Column: imdb_score Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: aspect_ratio Null_Percentage: 6.523894507237755 True_value_Percentage: 93.47610549276224 Column: movie_facebook_likes Null_Percentage: 0.0 True_value_Percentage: 100.0
In [16]:
# Write your code for row-wise null percentages here
for i in range(movies.shape[0]):
print(movies.loc[i,:])
color Color director_name James Cameron num_critic_for_reviews 723 duration 178 director_facebook_likes 0 actor_3_facebook_likes 855 actor_2_name Joel David Moore actor_1_facebook_likes 1000 gross 7.60506e+08 genres Action|Adventure|Fantasy|Sci-Fi actor_1_name CCH Pounder movie_title Avatar num_voted_users 886204 cast_total_facebook_likes 4834 actor_3_name Wes Studi facenumber_in_poster 0 plot_keywords avatar|future|marine|native|paraplegic movie_imdb_link http://www.imdb.com/title/tt0499549/?ref_=fn_t... num_user_for_reviews 3054 language English country USA content_rating PG-13 budget 2.37e+08 title_year 2009 actor_2_facebook_likes 936 imdb_score 7.9 aspect_ratio 1.78 movie_facebook_likes 33000 Name: 0, dtype: object color Color director_name Gore Verbinski num_critic_for_reviews 302 duration 169 director_facebook_likes 563 actor_3_facebook_likes 1000 actor_2_name Orlando Bloom actor_1_facebook_likes 40000 gross 3.09404e+08 genres Action|Adventure|Fantasy actor_1_name Johnny Depp movie_title Pirates of the Caribbean: At World's End num_voted_users 471220 cast_total_facebook_likes 48350 actor_3_name Jack Davenport facenumber_in_poster 0 plot_keywords goddess|marriage ceremony|marriage proposal|pi... movie_imdb_link http://www.imdb.com/title/tt0449088/?ref_=fn_t... num_user_for_reviews 1238 language English country USA content_rating PG-13 budget 3e+08 title_year 2007 actor_2_facebook_likes 5000 imdb_score 7.1 aspect_ratio 2.35 movie_facebook_likes 0 Name: 1, dtype: object color Color director_name Sam Mendes num_critic_for_reviews 602 duration 148 director_facebook_likes 0 actor_3_facebook_likes 161 actor_2_name Rory Kinnear actor_1_facebook_likes 11000 gross 2.00074e+08 genres Action|Adventure|Thriller actor_1_name Christoph Waltz movie_title Spectre num_voted_users 275868 cast_total_facebook_likes 11700 actor_3_name Stephanie Sigman facenumber_in_poster 1 plot_keywords bomb|espionage|sequel|spy|terrorist movie_imdb_link http://www.imdb.com/title/tt2379713/?ref_=fn_t... num_user_for_reviews 994 language English country UK content_rating PG-13 budget 2.45e+08 title_year 2015 actor_2_facebook_likes 393 imdb_score 6.8 aspect_ratio 2.35 movie_facebook_likes 85000 Name: 2, dtype: object color Color director_name Christopher Nolan num_critic_for_reviews 813 duration 164 director_facebook_likes 22000 actor_3_facebook_likes 23000 actor_2_name Christian Bale actor_1_facebook_likes 27000 gross 4.48131e+08 genres Action|Thriller actor_1_name Tom Hardy movie_title The Dark Knight Rises num_voted_users 1144337 cast_total_facebook_likes 106759 actor_3_name Joseph Gordon-Levitt facenumber_in_poster 0 plot_keywords deception|imprisonment|lawlessness|police offi... movie_imdb_link http://www.imdb.com/title/tt1345836/?ref_=fn_t... num_user_for_reviews 2701 language English country USA content_rating PG-13 budget 2.5e+08 title_year 2012 actor_2_facebook_likes 23000 imdb_score 8.5 aspect_ratio 2.35 movie_facebook_likes 164000 Name: 3, dtype: object color NaN director_name Doug Walker num_critic_for_reviews NaN duration NaN director_facebook_likes 131 actor_3_facebook_likes NaN actor_2_name Rob Walker actor_1_facebook_likes 131 gross NaN genres Documentary actor_1_name Doug Walker movie_title Star Wars: Episode VII - The Force Awakens ... num_voted_users 8 cast_total_facebook_likes 143 actor_3_name NaN facenumber_in_poster 0 plot_keywords NaN movie_imdb_link http://www.imdb.com/title/tt5289954/?ref_=fn_t... num_user_for_reviews NaN language NaN country NaN content_rating NaN budget NaN title_year NaN actor_2_facebook_likes 12 imdb_score 7.1 aspect_ratio NaN movie_facebook_likes 0 Name: 4, dtype: object color Color director_name Andrew Stanton num_critic_for_reviews 462 duration 132 director_facebook_likes 475 actor_3_facebook_likes 530 actor_2_name Samantha Morton actor_1_facebook_likes 640 gross 7.30587e+07 genres Action|Adventure|Sci-Fi actor_1_name Daryl Sabara movie_title John Carter num_voted_users 212204 cast_total_facebook_likes 1873 actor_3_name Polly Walker facenumber_in_poster 1 plot_keywords alien|american civil war|male nipple|mars|prin... movie_imdb_link http://www.imdb.com/title/tt0401729/?ref_=fn_t... num_user_for_reviews 738 language English country USA content_rating PG-13 budget 2.637e+08 title_year 2012 actor_2_facebook_likes 632 imdb_score 6.6 aspect_ratio 2.35 movie_facebook_likes 24000 Name: 5, dtype: object color Color director_name Sam Raimi num_critic_for_reviews 392 duration 156 director_facebook_likes 0 actor_3_facebook_likes 4000 actor_2_name James Franco actor_1_facebook_likes 24000 gross 3.3653e+08 genres Action|Adventure|Romance actor_1_name J.K. Simmons movie_title Spider-Man 3 num_voted_users 383056 cast_total_facebook_likes 46055 actor_3_name Kirsten Dunst facenumber_in_poster 0 plot_keywords sandman|spider man|symbiote|venom|villain movie_imdb_link http://www.imdb.com/title/tt0413300/?ref_=fn_t... num_user_for_reviews 1902 language English country USA content_rating PG-13 budget 2.58e+08 title_year 2007 actor_2_facebook_likes 11000 imdb_score 6.2 aspect_ratio 2.35 movie_facebook_likes 0 Name: 6, dtype: object color Color director_name Nathan Greno num_critic_for_reviews 324 duration 100 director_facebook_likes 15 actor_3_facebook_likes 284 actor_2_name Donna Murphy actor_1_facebook_likes 799 gross 2.00807e+08 genres Adventure|Animation|Comedy|Family|Fantasy|Musi... actor_1_name Brad Garrett movie_title Tangled num_voted_users 294810 cast_total_facebook_likes 2036 actor_3_name M.C. Gainey facenumber_in_poster 1 plot_keywords 17th century|based on fairy tale|disney|flower... movie_imdb_link http://www.imdb.com/title/tt0398286/?ref_=fn_t... num_user_for_reviews 387 language English country USA content_rating PG budget 2.6e+08 title_year 2010 actor_2_facebook_likes 553 imdb_score 7.8 aspect_ratio 1.85 movie_facebook_likes 29000 Name: 7, dtype: object color Color director_name Joss Whedon num_critic_for_reviews 635 duration 141 director_facebook_likes 0 actor_3_facebook_likes 19000 actor_2_name Robert Downey Jr. actor_1_facebook_likes 26000 gross 4.58992e+08 genres Action|Adventure|Sci-Fi actor_1_name Chris Hemsworth movie_title Avengers: Age of Ultron num_voted_users 462669 cast_total_facebook_likes 92000 actor_3_name Scarlett Johansson facenumber_in_poster 4 plot_keywords artificial intelligence|based on comic book|ca... movie_imdb_link http://www.imdb.com/title/tt2395427/?ref_=fn_t... num_user_for_reviews 1117 language English country USA content_rating PG-13 budget 2.5e+08 title_year 2015 actor_2_facebook_likes 21000 imdb_score 7.5 aspect_ratio 2.35 movie_facebook_likes 118000 Name: 8, dtype: object color Color director_name David Yates num_critic_for_reviews 375 duration 153 director_facebook_likes 282 actor_3_facebook_likes 10000 actor_2_name Daniel Radcliffe actor_1_facebook_likes 25000 gross 3.01957e+08 genres Adventure|Family|Fantasy|Mystery actor_1_name Alan Rickman movie_title Harry Potter and the Half-Blood Prince num_voted_users 321795 cast_total_facebook_likes 58753 actor_3_name Rupert Grint facenumber_in_poster 3 plot_keywords blood|book|love|potion|professor movie_imdb_link http://www.imdb.com/title/tt0417741/?ref_=fn_t... num_user_for_reviews 973 language English country UK content_rating PG budget 2.5e+08 title_year 2009 actor_2_facebook_likes 11000 imdb_score 7.5 aspect_ratio 2.35 movie_facebook_likes 10000 Name: 9, dtype: object color Color director_name Zack Snyder num_critic_for_reviews 673 duration 183 director_facebook_likes 0 actor_3_facebook_likes 2000 actor_2_name Lauren Cohan actor_1_facebook_likes 15000 gross 3.30249e+08 genres Action|Adventure|Sci-Fi actor_1_name Henry Cavill movie_title Batman v Superman: Dawn of Justice num_voted_users 371639 cast_total_facebook_likes 24450 actor_3_name Alan D. Purwin facenumber_in_poster 0 plot_keywords based on comic book|batman|sequel to a reboot|... movie_imdb_link http://www.imdb.com/title/tt2975590/?ref_=fn_t... num_user_for_reviews 3018 language English country USA content_rating PG-13 budget 2.5e+08 title_year 2016 actor_2_facebook_likes 4000 imdb_score 6.9 aspect_ratio 2.35 movie_facebook_likes 197000 Name: 10, dtype: object color Color director_name Bryan Singer num_critic_for_reviews 434 duration 169 director_facebook_likes 0 actor_3_facebook_likes 903 actor_2_name Marlon Brando actor_1_facebook_likes 18000 gross 2.00069e+08 genres Action|Adventure|Sci-Fi actor_1_name Kevin Spacey movie_title Superman Returns num_voted_users 240396 cast_total_facebook_likes 29991 actor_3_name Frank Langella facenumber_in_poster 0 plot_keywords crystal|epic|lex luthor|lois lane|return to earth movie_imdb_link http://www.imdb.com/title/tt0348150/?ref_=fn_t... num_user_for_reviews 2367 language English country USA content_rating PG-13 budget 2.09e+08 title_year 2006 actor_2_facebook_likes 10000 imdb_score 6.1 aspect_ratio 2.35 movie_facebook_likes 0 Name: 11, dtype: object color Color director_name Marc Forster num_critic_for_reviews 403 duration 106 director_facebook_likes 395 actor_3_facebook_likes 393 actor_2_name Mathieu Amalric actor_1_facebook_likes 451 gross 1.68368e+08 genres Action|Adventure actor_1_name Giancarlo Giannini movie_title Quantum of Solace num_voted_users 330784 cast_total_facebook_likes 2023 actor_3_name Rory Kinnear facenumber_in_poster 1 plot_keywords action hero|attempted rape|bond girl|official ... movie_imdb_link http://www.imdb.com/title/tt0830515/?ref_=fn_t... num_user_for_reviews 1243 language English country UK content_rating PG-13 budget 2e+08 title_year 2008 actor_2_facebook_likes 412 imdb_score 6.7 aspect_ratio 2.35 movie_facebook_likes 0 Name: 12, dtype: object color Color director_name Gore Verbinski num_critic_for_reviews 313 duration 151 director_facebook_likes 563 actor_3_facebook_likes 1000 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actor_3_facebook_likes 722 actor_2_name Dwayne Johnson actor_1_facebook_likes 14000 gross 1.03812e+08 genres Action|Adventure|Comedy|Family|Fantasy|Sci-Fi actor_1_name Josh Hutcherson movie_title Journey 2: The Mysterious Island num_voted_users 67296 cast_total_facebook_likes 27842 actor_3_name Kristin Davis facenumber_in_poster 3 plot_keywords gold|hurricane|island|mountain|mysterious island movie_imdb_link http://www.imdb.com/title/tt1397514/?ref_=fn_t... num_user_for_reviews 133 language English country USA content_rating PG budget 7.9e+07 title_year 2012 actor_2_facebook_likes 12000 imdb_score 5.8 aspect_ratio 1.85 movie_facebook_likes 0 Name: 510, dtype: object color Color director_name Cody Cameron num_critic_for_reviews 169 duration 95 director_facebook_likes 18 actor_3_facebook_likes 18 actor_2_name Khamani Griffin actor_1_facebook_likes 622 gross 1.19794e+08 genres Animation|Comedy|Family|Fantasy|Sci-Fi actor_1_name Will Forte movie_title Cloudy with a Chance of Meatballs 2 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actor_3_facebook_likes 695 actor_2_name Robert Duvall actor_1_facebook_likes 10000 gross 8.26707e+07 genres Action|Drama|Sport actor_1_name Tom Cruise movie_title Days of Thunder num_voted_users 60476 cast_total_facebook_likes 14006 actor_3_name Randy Quaid facenumber_in_poster 0 plot_keywords driver|hot shot|racing|stock car driver|team movie_imdb_link http://www.imdb.com/title/tt0099371/?ref_=fn_t... num_user_for_reviews 97 language English country USA content_rating PG-13 budget 6e+07 title_year 1990 actor_2_facebook_likes 3000 imdb_score 5.9 aspect_ratio 2.35 movie_facebook_likes 0 Name: 728, dtype: object color Color director_name Adam Shankman num_critic_for_reviews 77 duration 94 director_facebook_likes 163 actor_3_facebook_likes 2000 actor_2_name Tom Welling actor_1_facebook_likes 12000 gross 8.25695e+07 genres Adventure|Comedy|Family actor_1_name Taylor Lautner movie_title Cheaper by the Dozen 2 num_voted_users 42737 cast_total_facebook_likes 20348 actor_3_name Alyson Stoner 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movie_facebook_likes 0 Name: 734, dtype: object color Color director_name Robert Redford num_critic_for_reviews 96 duration 170 director_facebook_likes 0 actor_3_facebook_likes 380 actor_2_name Kristin Scott Thomas actor_1_facebook_likes 19000 gross 7.53708e+07 genres Drama|Romance|Western actor_1_name Scarlett Johansson movie_title The Horse Whisperer num_voted_users 32353 cast_total_facebook_likes 20683 actor_3_name Jessalyn Gilsig facenumber_in_poster 0 plot_keywords grace|groom|horse|montana|western u.s. movie_imdb_link http://www.imdb.com/title/tt0119314/?ref_=fn_t... num_user_for_reviews 263 language English country USA content_rating PG-13 budget 6e+07 title_year 1998 actor_2_facebook_likes 1000 imdb_score 6.5 aspect_ratio 1.85 movie_facebook_likes 0 Name: 735, dtype: object color Color director_name Michael Mann num_critic_for_reviews 299 duration 120 director_facebook_likes 0 actor_3_facebook_likes 680 actor_2_name Jada Pinkett Smith actor_1_facebook_likes 10000 gross 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Simmons movie_title The Mexican num_voted_users 87351 cast_total_facebook_likes 43917 actor_3_name Julia Roberts facenumber_in_poster 0 plot_keywords curse|hostage|mexico|pistol|vomiting movie_imdb_link http://www.imdb.com/title/tt0236493/?ref_=fn_t... num_user_for_reviews 344 language English country USA content_rating R budget 3.4e+07 title_year 2001 actor_2_facebook_likes 11000 imdb_score 6.1 aspect_ratio 2.35 movie_facebook_likes 2000 Name: 1219, dtype: object color Color director_name Angelina Jolie Pitt num_critic_for_reviews 322 duration 137 director_facebook_likes 11000 actor_3_facebook_likes 465 actor_2_name Jack O'Connell actor_1_facebook_likes 769 gross 1.15604e+08 genres Biography|Drama|Sport|War actor_1_name Finn Wittrock movie_title Unbroken num_voted_users 103589 cast_total_facebook_likes 2938 actor_3_name Alex Russell facenumber_in_poster 0 plot_keywords emaciation|male nudity|plane crash|prisoner of... movie_imdb_link http://www.imdb.com/title/tt1809398/?ref_=fn_t... num_user_for_reviews 351 language English country USA content_rating PG-13 budget 6.5e+07 title_year 2014 actor_2_facebook_likes 698 imdb_score 7.2 aspect_ratio 2.35 movie_facebook_likes 35000 Name: 1220, dtype: object color Color director_name Burr Steers num_critic_for_reviews 191 duration 102 director_facebook_likes 23 actor_3_facebook_likes 651 actor_2_name Hunter Parrish actor_1_facebook_likes 2000 gross 6.41498e+07 genres Comedy|Drama|Family|Fantasy|Romance actor_1_name Matthew Perry movie_title 17 Again num_voted_users 146899 cast_total_facebook_likes 7009 actor_3_name Thomas Lennon facenumber_in_poster 1 plot_keywords adult as child|father son relationship|high sc... movie_imdb_link http://www.imdb.com/title/tt0974661/?ref_=fn_t... num_user_for_reviews 185 language English country USA content_rating PG-13 budget 2e+07 title_year 2009 actor_2_facebook_likes 2000 imdb_score 6.4 aspect_ratio 2.35 movie_facebook_likes 0 Name: 1221, dtype: object color Color director_name Nick Cassavetes num_critic_for_reviews 191 duration 109 director_facebook_likes 415 actor_3_facebook_likes 119 actor_2_name Kate Upton actor_1_facebook_likes 982 gross 8.39061e+07 genres Comedy|Romance actor_1_name Don Johnson movie_title The Other Woman num_voted_users 104481 cast_total_facebook_likes 2357 actor_3_name David Thornton facenumber_in_poster 2 plot_keywords beach house|blonde bombshell|cheating husband|... movie_imdb_link http://www.imdb.com/title/tt2203939/?ref_=fn_t... num_user_for_reviews 189 language English country USA content_rating PG-13 budget 4e+07 title_year 2014 actor_2_facebook_likes 971 imdb_score 6 aspect_ratio 2.35 movie_facebook_likes 16000 Name: 1222, dtype: object color Color director_name David R. 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Dippé num_critic_for_reviews 70 duration 98 director_facebook_likes 20 actor_3_facebook_likes 968 actor_2_name Frank Welker actor_1_facebook_likes 2000 gross 5.49674e+07 genres Action|Horror actor_1_name Michael Jai White movie_title Spawn num_voted_users 52805 cast_total_facebook_likes 7039 actor_3_name Miko Hughes facenumber_in_poster 0 plot_keywords based on comic|based on comic book|dark hero|i... movie_imdb_link http://www.imdb.com/title/tt0120177/?ref_=fn_t... num_user_for_reviews 209 language English country USA content_rating R budget 4e+07 title_year 1997 actor_2_facebook_likes 2000 imdb_score 5.2 aspect_ratio 1.85 movie_facebook_likes 0 Name: 1229, dtype: object color Color director_name Kevin Reynolds num_critic_for_reviews 138 duration 131 director_facebook_likes 58 actor_3_facebook_likes 720 actor_2_name James Frain actor_1_facebook_likes 15000 gross 5.42281e+07 genres Action|Adventure|Drama|Romance|Thriller actor_1_name Henry Cavill movie_title The Count of Monte Cristo 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IOPub data rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_data_rate_limit`. Current values: NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec) NotebookApp.rate_limit_window=3.0 (secs)
color Color director_name Terry George num_critic_for_reviews 187 duration 121 director_facebook_likes 83 actor_3_facebook_likes 242 actor_2_name Sophie Okonedo actor_1_facebook_likes 3000 gross 2.34729e+07 genres Drama|History|War actor_1_name Don Cheadle movie_title Hotel Rwanda num_voted_users 264533 cast_total_facebook_likes 4142 actor_3_name Hakeem Kae-Kazim facenumber_in_poster 1 plot_keywords atrocity|central africa|ethnic warfare|united ... movie_imdb_link http://www.imdb.com/title/tt0395169/?ref_=fn_t... num_user_for_reviews 609 language English country UK content_rating PG-13 budget 1.75e+07 title_year 2004 actor_2_facebook_likes 460 imdb_score 8.1 aspect_ratio 2.35 movie_facebook_likes 12000 Name: 2480, dtype: object color Color director_name Xavier Gens num_critic_for_reviews 193 duration 94 director_facebook_likes 87 actor_3_facebook_likes 280 actor_2_name Dougray Scott actor_1_facebook_likes 866 gross 3.96875e+07 genres Action|Crime|Drama|Thriller actor_1_name Henry Ian Cusick movie_title Hitman num_voted_users 140780 cast_total_facebook_likes 2124 actor_3_name Ulrich Thomsen facenumber_in_poster 1 plot_keywords hitman|impersonation|see through dress|topless... movie_imdb_link http://www.imdb.com/title/tt0465494/?ref_=fn_t... num_user_for_reviews 376 language English country France content_rating R budget 2.4e+07 title_year 2007 actor_2_facebook_likes 794 imdb_score 6.3 aspect_ratio 2.35 movie_facebook_likes 0 Name: 2481, dtype: object color Color director_name Kasi Lemmons num_critic_for_reviews 40 duration 93 director_facebook_likes 148 actor_3_facebook_likes 170 actor_2_name Mary J. 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num_voted_users 92074 cast_total_facebook_likes 12170 actor_3_name Clea DuVall facenumber_in_poster 1 plot_keywords alien|high school|ohio|photographer|water movie_imdb_link http://www.imdb.com/title/tt0133751/?ref_=fn_t... num_user_for_reviews 502 language English country USA content_rating R budget 1.5e+07 title_year 1998 actor_2_facebook_likes 4000 imdb_score 6.4 aspect_ratio 1.85 movie_facebook_likes 0 Name: 2634, dtype: object color Color director_name Brian Gibson num_critic_for_reviews 19 duration 118 director_facebook_likes 13 actor_3_facebook_likes 2 actor_2_name Virginia Capers actor_1_facebook_likes 90 gross 3.9101e+07 genres Biography|Drama|Music actor_1_name Rae'Ven Kelly movie_title What's Love Got to Do with It num_voted_users 13442 cast_total_facebook_likes 114 actor_3_name Dororthy Thorton facenumber_in_poster 0 plot_keywords abusive husband|love|singer|tina turner|violence movie_imdb_link http://www.imdb.com/title/tt0108551/?ref_=fn_t... num_user_for_reviews 59 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dtype: object color Color director_name Juan Carlos Fresnadillo num_critic_for_reviews 274 duration 100 director_facebook_likes 35 actor_3_facebook_likes 306 actor_2_name Harold Perrineau actor_1_facebook_likes 10000 gross 2.86375e+07 genres Drama|Horror|Sci-Fi actor_1_name Jeremy Renner movie_title 28 Weeks Later num_voted_users 212167 cast_total_facebook_likes 11471 actor_3_name Catherine McCormack facenumber_in_poster 1 plot_keywords paris france|rage|sniper|u.s. army|zombie apoc... movie_imdb_link http://www.imdb.com/title/tt0463854/?ref_=fn_t... num_user_for_reviews 713 language English country UK content_rating R budget 1.5e+07 title_year 2007 actor_2_facebook_likes 1000 imdb_score 7 aspect_ratio 1.85 movie_facebook_likes 0 Name: 2656, dtype: object color Color director_name Thomas Carter num_critic_for_reviews 50 duration 115 director_facebook_likes 49 actor_3_facebook_likes 100 actor_2_name Matthew Daddario actor_1_facebook_likes 116 gross 3.0128e+07 genres Drama|Family|Sport 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Feste num_critic_for_reviews 135 duration 117 director_facebook_likes 19 actor_3_facebook_likes 461 actor_2_name Cinda McCain actor_1_facebook_likes 3000 gross 2.02189e+07 genres Drama|Music actor_1_name Leighton Meester movie_title Country Strong num_voted_users 14814 cast_total_facebook_likes 4204 actor_3_name Tim McGraw facenumber_in_poster 4 plot_keywords country music|panties|pink panties|relapse|son... movie_imdb_link http://www.imdb.com/title/tt1555064/?ref_=fn_t... num_user_for_reviews 114 language English country Official site content_rating PG-13 budget 1.5e+07 title_year 2010 actor_2_facebook_likes 646 imdb_score 6.3 aspect_ratio 2.35 movie_facebook_likes 0 Name: 2675, dtype: object color Color director_name David Nutter num_critic_for_reviews 96 duration 84 director_facebook_likes 119 actor_3_facebook_likes 918 actor_2_name Ethan Embry actor_1_facebook_likes 989 gross 1.74113e+07 genres Horror|Mystery|Sci-Fi|Thriller actor_1_name Bruce Greenwood movie_title Disturbing 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actor_2_facebook_likes 807 imdb_score 6.1 aspect_ratio 2.35 movie_facebook_likes 0 Name: 2844, dtype: object color Color director_name Gil Junger num_critic_for_reviews 133 duration 97 director_facebook_likes 19 actor_3_facebook_likes 835 actor_2_name Heath Ledger actor_1_facebook_likes 23000 gross 3.81761e+07 genres Comedy|Drama|Romance actor_1_name Joseph Gordon-Levitt movie_title 10 Things I Hate About You num_voted_users 222099 cast_total_facebook_likes 37907 actor_3_name Andrew Keegan facenumber_in_poster 6 plot_keywords dating|protective father|school|shrew|teen movie movie_imdb_link http://www.imdb.com/title/tt0147800/?ref_=fn_t... num_user_for_reviews 549 language English country USA content_rating PG-13 budget 1.6e+07 title_year 1999 actor_2_facebook_likes 13000 imdb_score 7.2 aspect_ratio 1.85 movie_facebook_likes 10000 Name: 2845, dtype: object color Color director_name Ed Decter num_critic_for_reviews 49 duration 92 director_facebook_likes 13 actor_3_facebook_likes 301 actor_2_name Eddie Griffin actor_1_facebook_likes 11000 gross 2.89722e+07 genres Comedy actor_1_name Zooey Deschanel movie_title The New Guy num_voted_users 28805 cast_total_facebook_likes 12687 actor_3_name Gene Simmons facenumber_in_poster 1 plot_keywords cheerleader|geek|high school|prison|reference ... movie_imdb_link http://www.imdb.com/title/tt0241760/?ref_=fn_t... num_user_for_reviews 159 language English country USA content_rating PG-13 budget 1.3e+07 title_year 2002 actor_2_facebook_likes 489 imdb_score 5.9 aspect_ratio 1.85 movie_facebook_likes 1000 Name: 2846, dtype: object color Color director_name Gene Quintano num_critic_for_reviews 19 duration 84 director_facebook_likes 0 actor_3_facebook_likes 182 actor_2_name Lin Shaye actor_1_facebook_likes 11000 gross 2.79794e+07 genres Action|Comedy|Crime actor_1_name Jon Lovitz movie_title Loaded Weapon 1 num_voted_users 37611 cast_total_facebook_likes 12322 actor_3_name Bill Nunn facenumber_in_poster 2 plot_keywords 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movie_facebook_likes 0 Name: 2848, dtype: object color Color director_name Eric Bress num_critic_for_reviews 185 duration 120 director_facebook_likes 19 actor_3_facebook_likes 829 actor_2_name Eric Stoltz actor_1_facebook_likes 8000 gross 23947 genres Sci-Fi|Thriller actor_1_name Logan Lerman movie_title The Butterfly Effect num_voted_users 357579 cast_total_facebook_likes 12755 actor_3_name Cameron Bright facenumber_in_poster 0 plot_keywords blackout|child pornography|memory|surprise end... movie_imdb_link http://www.imdb.com/title/tt0289879/?ref_=fn_t... num_user_for_reviews 1100 language English country USA content_rating R budget 1.3e+07 title_year 2004 actor_2_facebook_likes 902 imdb_score 7.7 aspect_ratio 1.85 movie_facebook_likes 15000 Name: 2849, dtype: object color Color director_name Chris Koch num_critic_for_reviews 42 duration 89 director_facebook_likes 13 actor_3_facebook_likes 329 actor_2_name Mark Webber actor_1_facebook_likes 571 gross 6.00083e+07 genres Adventure|Comedy|Family actor_1_name Chris Elliott movie_title Snow Day num_voted_users 9285 cast_total_facebook_likes 2241 actor_3_name Jean Smart facenumber_in_poster 1 plot_keywords meteorologist|snow|snowed in|snowplow|weather movie_imdb_link http://www.imdb.com/title/tt0184907/?ref_=fn_t... num_user_for_reviews 91 language English country USA content_rating PG budget 1.3e+07 title_year 2000 actor_2_facebook_likes 442 imdb_score 4.9 aspect_ratio 1.85 movie_facebook_likes 0 Name: 2850, dtype: object color Color director_name Preston A. Whitmore II num_critic_for_reviews 37 duration 117 director_facebook_likes 17 actor_3_facebook_likes 912 actor_2_name Chris Brown actor_1_facebook_likes 1000 gross 4.91219e+07 genres Comedy|Drama|Romance actor_1_name Mekhi Phifer movie_title This Christmas num_voted_users 6528 cast_total_facebook_likes 6554 actor_3_name Loretta Devine facenumber_in_poster 9 plot_keywords christmas|family home|musician|piano|secret movie_imdb_link http://www.imdb.com/title/tt0937375/?ref_=fn_t... num_user_for_reviews 32 language English country USA content_rating PG-13 budget 1.3e+07 title_year 2007 actor_2_facebook_likes 997 imdb_score 6.1 aspect_ratio 2.35 movie_facebook_likes 0 Name: 2851, dtype: object color Color director_name Bob Clark num_critic_for_reviews 45 duration 97 director_facebook_likes 84 actor_3_facebook_likes 782 actor_2_name Dom DeLuise actor_1_facebook_likes 899 gross 2.7142e+07 genres Comedy|Crime|Family|Sci-Fi actor_1_name Kathleen Turner movie_title Baby Geniuses num_voted_users 19547 cast_total_facebook_likes 2936 actor_3_name Ruby Dee facenumber_in_poster 2 plot_keywords baby|boy|science|scientist|toddler movie_imdb_link http://www.imdb.com/title/tt0118665/?ref_=fn_t... num_user_for_reviews 168 language English country USA content_rating PG budget 1.8e+07 title_year 1999 actor_2_facebook_likes 842 imdb_score 2.5 aspect_ratio 1.85 movie_facebook_likes 0 Name: 2852, dtype: object color Color director_name Kirk Wong num_critic_for_reviews 57 duration 91 director_facebook_likes 6 actor_3_facebook_likes 459 actor_2_name Elliott Gould actor_1_facebook_likes 904 gross 2.70522e+07 genres Action|Comedy|Crime|Thriller actor_1_name Bokeem Woodbine movie_title The Big Hit num_voted_users 24834 cast_total_facebook_likes 3353 actor_3_name Antonio Sabato Jr. facenumber_in_poster 5 plot_keywords hitman|kidnapping|kosher|vhs|video store movie_imdb_link http://www.imdb.com/title/tt0120609/?ref_=fn_t... num_user_for_reviews 168 language English country USA content_rating R 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Name: 2857, dtype: object color Black and White director_name Alex Garland num_critic_for_reviews 489 duration 108 director_facebook_likes 232 actor_3_facebook_likes 123 actor_2_name Sonoya Mizuno actor_1_facebook_likes 149 gross 2.5441e+07 genres Drama|Mystery|Sci-Fi|Thriller actor_1_name Elina Alminas movie_title Ex Machina num_voted_users 289508 cast_total_facebook_likes 430 actor_3_name Corey Johnson facenumber_in_poster 0 plot_keywords artificial intelligence|robot|robot human rela... movie_imdb_link http://www.imdb.com/title/tt0470752/?ref_=fn_t... num_user_for_reviews 611 language English country UK content_rating R budget 1.5e+07 title_year 2015 actor_2_facebook_likes 145 imdb_score 7.7 aspect_ratio 2.35 movie_facebook_likes 109000 Name: 2858, dtype: object color Color director_name Spike Jonze num_critic_for_reviews 242 duration 112 director_facebook_likes 0 actor_3_facebook_likes 213 actor_2_name Orson Bean actor_1_facebook_likes 512 gross 2.28589e+07 genres 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154 director_facebook_likes 16000 actor_3_facebook_likes 889 actor_2_name Sid Haig actor_1_facebook_likes 22000 gross 3.96476e+07 genres Crime|Thriller actor_1_name Robert De Niro movie_title Jackie Brown num_voted_users 239540 cast_total_facebook_likes 25522 actor_3_name Robert Forster facenumber_in_poster 5 plot_keywords arms dealer|atf|bail|money|multiple perspectives movie_imdb_link http://www.imdb.com/title/tt0119396/?ref_=fn_t... num_user_for_reviews 462 language English country USA content_rating R budget 1.2e+07 title_year 1997 actor_2_facebook_likes 1000 imdb_score 7.5 aspect_ratio 1.85 movie_facebook_likes 0 Name: 2930, dtype: object color Color director_name Jon Hurwitz num_critic_for_reviews 153 duration 102 director_facebook_likes 22 actor_3_facebook_likes 816 actor_2_name Eric Winter actor_1_facebook_likes 1000 gross 3.80874e+07 genres Adventure|Comedy actor_1_name Danneel Ackles movie_title Harold & Kumar Escape from Guantanamo Bay num_voted_users 113918 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actor_3_facebook_likes 45 actor_2_name Paul Ben-Victor actor_1_facebook_likes 258 gross 1.51562e+07 genres Action|Crime|Drama|Mystery|Thriller actor_1_name Byron Mann movie_title The Corruptor num_voted_users 15358 cast_total_facebook_likes 571 actor_3_name Kim Chan facenumber_in_poster 2 plot_keywords chinatown|illegal immigrant|new york|police|triad movie_imdb_link http://www.imdb.com/title/tt0142192/?ref_=fn_t... num_user_for_reviews 131 language English country USA content_rating R budget 3e+07 title_year 1999 actor_2_facebook_likes 218 imdb_score 6 aspect_ratio 2.35 movie_facebook_likes 328 Name: 3149, dtype: object color Color director_name Jeff Nichols num_critic_for_reviews 368 duration 130 director_facebook_likes 337 actor_3_facebook_likes 820 actor_2_name Tye Sheridan actor_1_facebook_likes 11000 gross 2.15893e+07 genres Drama actor_1_name Matthew McConaughey movie_title Mud num_voted_users 135286 cast_total_facebook_likes 13960 actor_3_name Sam Shepard facenumber_in_poster 1 plot_keywords 14 year old|boat|bounty hunter|boy|river movie_imdb_link http://www.imdb.com/title/tt1935179/?ref_=fn_t... num_user_for_reviews 261 language English country USA content_rating PG-13 budget 1e+07 title_year 2012 actor_2_facebook_likes 1000 imdb_score 7.4 aspect_ratio 2.35 movie_facebook_likes 27000 Name: 3150, dtype: object color Color director_name Robert Ben Garant num_critic_for_reviews 89 duration 84 director_facebook_likes 134 actor_3_facebook_likes 307 actor_2_name Thomas Lennon actor_1_facebook_likes 655 gross 2.03398e+07 genres Comedy|Crime actor_1_name Wendi McLendon-Covey movie_title Reno 911!: Miami num_voted_users 23928 cast_total_facebook_likes 2737 actor_3_name Carlos Alazraqui facenumber_in_poster 2 plot_keywords beach|police|sex scene|spring break|vomiting movie_imdb_link http://www.imdb.com/title/tt0499554/?ref_=fn_t... num_user_for_reviews 73 language English country USA content_rating R budget 1e+07 title_year 2007 actor_2_facebook_likes 651 imdb_score 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IOPub data rate exceeded. The notebook server will temporarily stop sending output to the client in order to avoid crashing it. To change this limit, set the config variable `--NotebookApp.iopub_data_rate_limit`. Current values: NotebookApp.iopub_data_rate_limit=1000000.0 (bytes/sec) NotebookApp.rate_limit_window=3.0 (secs)
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num_user_for_reviews 8 language English country USA content_rating NaN budget 17350 title_year 2011 actor_2_facebook_likes 19 imdb_score 3 aspect_ratio NaN movie_facebook_likes 33 Name: 5020, dtype: object color Color director_name Jay Duplass num_critic_for_reviews 51 duration 85 director_facebook_likes 157 actor_3_facebook_likes 10 actor_2_name Katie Aselton actor_1_facebook_likes 830 gross 192467 genres Comedy|Drama|Romance actor_1_name Mark Duplass movie_title The Puffy Chair num_voted_users 4067 cast_total_facebook_likes 1064 actor_3_name Bari Hyman facenumber_in_poster 0 plot_keywords birthday|gift|motel|new york city|upholsterer movie_imdb_link http://www.imdb.com/title/tt0436689/?ref_=fn_t... num_user_for_reviews 71 language English country USA content_rating R budget 15000 title_year 2005 actor_2_facebook_likes 224 imdb_score 6.6 aspect_ratio NaN movie_facebook_likes 297 Name: 5021, dtype: object color Black and White director_name Jim Chuchu num_critic_for_reviews 6 duration 60 director_facebook_likes 0 actor_3_facebook_likes 4 actor_2_name Olwenya Maina actor_1_facebook_likes 147 gross NaN genres Drama actor_1_name Paul Ogola movie_title Stories of Our Lives num_voted_users 70 cast_total_facebook_likes 170 actor_3_name Mugambi Nthiga facenumber_in_poster 0 plot_keywords NaN movie_imdb_link http://www.imdb.com/title/tt3973612/?ref_=fn_t... num_user_for_reviews 1 language Swahili country Kenya content_rating NaN budget 15000 title_year 2014 actor_2_facebook_likes 19 imdb_score 7.4 aspect_ratio NaN movie_facebook_likes 45 Name: 5022, dtype: object color Color director_name Daryl Wein num_critic_for_reviews 22 duration 88 director_facebook_likes 38 actor_3_facebook_likes 211 actor_2_name Heather Burns actor_1_facebook_likes 331 gross 76382 genres Romance actor_1_name Zoe Lister-Jones movie_title Breaking Upwards num_voted_users 1194 cast_total_facebook_likes 1546 actor_3_name Ebon Moss-Bachrach facenumber_in_poster 2 plot_keywords NaN movie_imdb_link http://www.imdb.com/title/tt1247644/?ref_=fn_t... num_user_for_reviews 8 language English country USA content_rating NaN budget 15000 title_year 2009 actor_2_facebook_likes 212 imdb_score 6.2 aspect_ratio 2.35 movie_facebook_likes 324 Name: 5023, dtype: object color Color director_name Jason Trost num_critic_for_reviews 42 duration 78 director_facebook_likes 91 actor_3_facebook_likes 86 actor_2_name Jason Trost actor_1_facebook_likes 407 gross NaN genres Sci-Fi|Thriller actor_1_name Sean Whalen movie_title All Superheroes Must Die num_voted_users 1771 cast_total_facebook_likes 674 actor_3_name Nick Principe facenumber_in_poster 0 plot_keywords arch villain|game of death|kidnapping|superhero movie_imdb_link http://www.imdb.com/title/tt1836212/?ref_=fn_t... num_user_for_reviews 35 language English country USA content_rating Unrated budget 20000 title_year 2011 actor_2_facebook_likes 91 imdb_score 4 aspect_ratio 2.35 movie_facebook_likes 835 Name: 5024, dtype: object color Color director_name John Waters num_critic_for_reviews 73 duration 108 director_facebook_likes 0 actor_3_facebook_likes 105 actor_2_name Mink Stole actor_1_facebook_likes 462 gross 180483 genres Comedy|Crime|Horror actor_1_name Divine movie_title Pink Flamingos num_voted_users 16792 cast_total_facebook_likes 760 actor_3_name Edith Massey facenumber_in_poster 2 plot_keywords absurd humor|egg|gross out humor|lesbian|sex movie_imdb_link http://www.imdb.com/title/tt0069089/?ref_=fn_t... num_user_for_reviews 183 language English country USA content_rating NC-17 budget 10000 title_year 1972 actor_2_facebook_likes 143 imdb_score 6.1 aspect_ratio 1.37 movie_facebook_likes 0 Name: 5025, dtype: object color Color director_name Olivier Assayas num_critic_for_reviews 81 duration 110 director_facebook_likes 107 actor_3_facebook_likes 45 actor_2_name Béatrice Dalle actor_1_facebook_likes 576 gross 136007 genres Drama|Music|Romance actor_1_name Maggie Cheung movie_title Clean num_voted_users 3924 cast_total_facebook_likes 776 actor_3_name Don McKellar facenumber_in_poster 1 plot_keywords jail|junkie|money|motel|singer movie_imdb_link http://www.imdb.com/title/tt0388838/?ref_=fn_t... num_user_for_reviews 39 language French country France content_rating R budget 4500 title_year 2004 actor_2_facebook_likes 133 imdb_score 6.9 aspect_ratio 2.35 movie_facebook_likes 171 Name: 5026, dtype: object color Color director_name Jafar Panahi num_critic_for_reviews 64 duration 90 director_facebook_likes 397 actor_3_facebook_likes 0 actor_2_name Nargess Mamizadeh actor_1_facebook_likes 5 gross 673780 genres Drama actor_1_name Fereshteh Sadre Orafaiy movie_title The Circle num_voted_users 4555 cast_total_facebook_likes 5 actor_3_name Mojgan Faramarzi facenumber_in_poster 0 plot_keywords abortion|bus|hospital|prison|prostitution movie_imdb_link http://www.imdb.com/title/tt0255094/?ref_=fn_t... num_user_for_reviews 26 language Persian country Iran content_rating Not Rated budget 10000 title_year 2000 actor_2_facebook_likes 0 imdb_score 7.5 aspect_ratio 1.85 movie_facebook_likes 697 Name: 5027, dtype: object color Black and White director_name Ivan Kavanagh num_critic_for_reviews 12 duration 83 director_facebook_likes 18 actor_3_facebook_likes 0 actor_2_name Michael Parle actor_1_facebook_likes 10 gross NaN genres Horror actor_1_name Patrick O'Donnell movie_title Tin Can Man num_voted_users 57 cast_total_facebook_likes 15 actor_3_name Emma Eliza Regan facenumber_in_poster 0 plot_keywords NaN movie_imdb_link http://www.imdb.com/title/tt1235811/?ref_=fn_t... num_user_for_reviews 1 language English country Ireland content_rating NaN budget 10000 title_year 2007 actor_2_facebook_likes 5 imdb_score 6.7 aspect_ratio 1.33 movie_facebook_likes 105 Name: 5028, dtype: object color Color director_name Kiyoshi Kurosawa num_critic_for_reviews 78 duration 111 director_facebook_likes 62 actor_3_facebook_likes 6 actor_2_name Anna Nakagawa actor_1_facebook_likes 89 gross 94596 genres Crime|Horror|Mystery|Thriller actor_1_name Kôji Yakusho movie_title The Cure num_voted_users 6318 cast_total_facebook_likes 115 actor_3_name Denden facenumber_in_poster 0 plot_keywords breasts|interrogation|investigation|murder|wat... movie_imdb_link http://www.imdb.com/title/tt0123948/?ref_=fn_t... num_user_for_reviews 50 language Japanese country Japan content_rating NaN budget 1e+06 title_year 1997 actor_2_facebook_likes 13 imdb_score 7.4 aspect_ratio 1.85 movie_facebook_likes 817 Name: 5029, dtype: object color Color director_name Tadeo Garcia num_critic_for_reviews NaN duration 84 director_facebook_likes 5 actor_3_facebook_likes 12 actor_2_name Michael Cortez actor_1_facebook_likes 21 gross NaN genres Drama actor_1_name Tatiana Suarez-Pico movie_title On the Downlow num_voted_users 156 cast_total_facebook_likes 62 actor_3_name Eric Ambriz facenumber_in_poster 2 plot_keywords gang initiation|gunplay|hazing|latino|shakespe... movie_imdb_link http://www.imdb.com/title/tt0390323/?ref_=fn_t... num_user_for_reviews 3 language English country USA content_rating NaN budget NaN title_year 2004 actor_2_facebook_likes 20 imdb_score 6.1 aspect_ratio NaN movie_facebook_likes 22 Name: 5030, dtype: object color Color director_name Thomas L. Phillips num_critic_for_reviews 13 duration 82 director_facebook_likes 120 actor_3_facebook_likes 84 actor_2_name Joe Coffey actor_1_facebook_likes 785 gross NaN genres Comedy|Horror|Thriller actor_1_name Julianna Pitt movie_title Sanctuary; Quite a Conundrum num_voted_users 133 cast_total_facebook_likes 1111 actor_3_name John Lucas facenumber_in_poster NaN plot_keywords nudity|party|pirate|swimsuit|three word title movie_imdb_link http://www.imdb.com/title/tt2049518/?ref_=fn_t... num_user_for_reviews 8 language English country USA content_rating NaN budget 200000 title_year 2012 actor_2_facebook_likes 98 imdb_score 5.4 aspect_ratio 16 movie_facebook_likes 424 Name: 5031, dtype: object color Color director_name Ash Baron-Cohen num_critic_for_reviews 10 duration 98 director_facebook_likes 3 actor_3_facebook_likes 152 actor_2_name Stanley B. Herman actor_1_facebook_likes 789 gross NaN genres Crime|Drama actor_1_name Peter Greene movie_title Bang num_voted_users 438 cast_total_facebook_likes 1186 actor_3_name James Noble facenumber_in_poster 1 plot_keywords corruption|homeless|homeless man|motorcycle|ur... movie_imdb_link http://www.imdb.com/title/tt0109266/?ref_=fn_t... num_user_for_reviews 14 language English country USA content_rating NaN budget NaN title_year 1995 actor_2_facebook_likes 194 imdb_score 6.4 aspect_ratio NaN movie_facebook_likes 20 Name: 5032, dtype: object color Color director_name Shane Carruth num_critic_for_reviews 143 duration 77 director_facebook_likes 291 actor_3_facebook_likes 8 actor_2_name David Sullivan actor_1_facebook_likes 291 gross 424760 genres Drama|Sci-Fi|Thriller actor_1_name Shane Carruth movie_title Primer num_voted_users 72639 cast_total_facebook_likes 368 actor_3_name Casey Gooden facenumber_in_poster 0 plot_keywords changing the future|independent film|invention... movie_imdb_link http://www.imdb.com/title/tt0390384/?ref_=fn_t... num_user_for_reviews 371 language English country USA content_rating PG-13 budget 7000 title_year 2004 actor_2_facebook_likes 45 imdb_score 7 aspect_ratio 1.85 movie_facebook_likes 19000 Name: 5033, dtype: object color Color director_name Neill Dela Llana num_critic_for_reviews 35 duration 80 director_facebook_likes 0 actor_3_facebook_likes 0 actor_2_name Edgar Tancangco actor_1_facebook_likes 0 gross 70071 genres Thriller actor_1_name Ian Gamazon movie_title Cavite num_voted_users 589 cast_total_facebook_likes 0 actor_3_name Quynn Ton facenumber_in_poster 0 plot_keywords jihad|mindanao|philippines|security guard|squa... movie_imdb_link http://www.imdb.com/title/tt0428303/?ref_=fn_t... num_user_for_reviews 35 language English country Philippines content_rating Not Rated budget 7000 title_year 2005 actor_2_facebook_likes 0 imdb_score 6.3 aspect_ratio NaN movie_facebook_likes 74 Name: 5034, dtype: object color Color director_name Robert Rodriguez num_critic_for_reviews 56 duration 81 director_facebook_likes 0 actor_3_facebook_likes 6 actor_2_name Peter Marquardt actor_1_facebook_likes 121 gross 2.04092e+06 genres Action|Crime|Drama|Romance|Thriller actor_1_name Carlos Gallardo movie_title El Mariachi num_voted_users 52055 cast_total_facebook_likes 147 actor_3_name Consuelo Gómez facenumber_in_poster 0 plot_keywords assassin|death|guitar|gun|mariachi movie_imdb_link http://www.imdb.com/title/tt0104815/?ref_=fn_t... num_user_for_reviews 130 language Spanish country USA content_rating R budget 7000 title_year 1992 actor_2_facebook_likes 20 imdb_score 6.9 aspect_ratio 1.37 movie_facebook_likes 0 Name: 5035, dtype: object color Color director_name Anthony Vallone num_critic_for_reviews NaN duration 84 director_facebook_likes 2 actor_3_facebook_likes 2 actor_2_name John Considine actor_1_facebook_likes 45 gross NaN genres Crime|Drama actor_1_name Richard Jewell movie_title The Mongol King num_voted_users 36 cast_total_facebook_likes 93 actor_3_name Sara Stepnicka facenumber_in_poster 0 plot_keywords jewell|mongol|nostradamus|stepnicka|vallone movie_imdb_link http://www.imdb.com/title/tt0430371/?ref_=fn_t... num_user_for_reviews 1 language English country USA content_rating PG-13 budget 3250 title_year 2005 actor_2_facebook_likes 44 imdb_score 7.8 aspect_ratio NaN movie_facebook_likes 4 Name: 5036, dtype: object color Color director_name Edward Burns num_critic_for_reviews 14 duration 95 director_facebook_likes 0 actor_3_facebook_likes 133 actor_2_name Caitlin FitzGerald actor_1_facebook_likes 296 gross 4584 genres Comedy|Drama actor_1_name Kerry Bishé movie_title Newlyweds num_voted_users 1338 cast_total_facebook_likes 690 actor_3_name Daniella Pineda facenumber_in_poster 1 plot_keywords written and directed by cast member movie_imdb_link http://www.imdb.com/title/tt1880418/?ref_=fn_t... num_user_for_reviews 14 language English country USA content_rating Not Rated budget 9000 title_year 2011 actor_2_facebook_likes 205 imdb_score 6.4 aspect_ratio NaN movie_facebook_likes 413 Name: 5037, dtype: object color Color director_name Scott Smith num_critic_for_reviews 1 duration 87 director_facebook_likes 2 actor_3_facebook_likes 318 actor_2_name Daphne Zuniga actor_1_facebook_likes 637 gross NaN genres Comedy|Drama actor_1_name Eric Mabius movie_title Signed Sealed Delivered num_voted_users 629 cast_total_facebook_likes 2283 actor_3_name Crystal Lowe facenumber_in_poster 2 plot_keywords fraud|postal worker|prison|theft|trial movie_imdb_link http://www.imdb.com/title/tt3000844/?ref_=fn_t... num_user_for_reviews 6 language English country Canada content_rating NaN budget NaN title_year 2013 actor_2_facebook_likes 470 imdb_score 7.7 aspect_ratio NaN movie_facebook_likes 84 Name: 5038, dtype: object color Color director_name NaN num_critic_for_reviews 43 duration 43 director_facebook_likes NaN actor_3_facebook_likes 319 actor_2_name Valorie Curry actor_1_facebook_likes 841 gross NaN genres Crime|Drama|Mystery|Thriller actor_1_name Natalie Zea movie_title The Following num_voted_users 73839 cast_total_facebook_likes 1753 actor_3_name Sam Underwood facenumber_in_poster 1 plot_keywords cult|fbi|hideout|prison escape|serial killer movie_imdb_link http://www.imdb.com/title/tt2071645/?ref_=fn_t... num_user_for_reviews 359 language English country USA content_rating TV-14 budget NaN title_year NaN actor_2_facebook_likes 593 imdb_score 7.5 aspect_ratio 16 movie_facebook_likes 32000 Name: 5039, dtype: object color Color director_name Benjamin Roberds num_critic_for_reviews 13 duration 76 director_facebook_likes 0 actor_3_facebook_likes 0 actor_2_name Maxwell Moody actor_1_facebook_likes 0 gross NaN genres Drama|Horror|Thriller actor_1_name Eva Boehnke movie_title A Plague So Pleasant num_voted_users 38 cast_total_facebook_likes 0 actor_3_name David Chandler facenumber_in_poster 0 plot_keywords NaN movie_imdb_link http://www.imdb.com/title/tt2107644/?ref_=fn_t... num_user_for_reviews 3 language English country USA content_rating NaN budget 1400 title_year 2013 actor_2_facebook_likes 0 imdb_score 6.3 aspect_ratio NaN movie_facebook_likes 16 Name: 5040, dtype: object color Color director_name Daniel Hsia num_critic_for_reviews 14 duration 100 director_facebook_likes 0 actor_3_facebook_likes 489 actor_2_name Daniel Henney actor_1_facebook_likes 946 gross 10443 genres Comedy|Drama|Romance actor_1_name Alan Ruck movie_title Shanghai Calling num_voted_users 1255 cast_total_facebook_likes 2386 actor_3_name Eliza Coupe facenumber_in_poster 5 plot_keywords NaN movie_imdb_link http://www.imdb.com/title/tt2070597/?ref_=fn_t... num_user_for_reviews 9 language English country USA content_rating PG-13 budget NaN title_year 2012 actor_2_facebook_likes 719 imdb_score 6.3 aspect_ratio 2.35 movie_facebook_likes 660 Name: 5041, dtype: object color Color director_name Jon Gunn num_critic_for_reviews 43 duration 90 director_facebook_likes 16 actor_3_facebook_likes 16 actor_2_name Brian Herzlinger actor_1_facebook_likes 86 gross 85222 genres Documentary actor_1_name John August movie_title My Date with Drew num_voted_users 4285 cast_total_facebook_likes 163 actor_3_name Jon Gunn facenumber_in_poster 0 plot_keywords actress name in title|crush|date|four word tit... movie_imdb_link http://www.imdb.com/title/tt0378407/?ref_=fn_t... num_user_for_reviews 84 language English country USA content_rating PG budget 1100 title_year 2004 actor_2_facebook_likes 23 imdb_score 6.6 aspect_ratio 1.85 movie_facebook_likes 456 Name: 5042, dtype: object
In [17]:
movies.isnull()
A=movies.notnull().astype('bool')
A
Out[17]:
| color | director_name | num_critic_for_reviews | duration | director_facebook_likes | actor_3_facebook_likes | actor_2_name | actor_1_facebook_likes | gross | genres | ... | num_user_for_reviews | language | country | content_rating | budget | title_year | actor_2_facebook_likes | imdb_score | aspect_ratio | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | True | True | True | True | True | True | True | True | True | True | ... | True | True | True | True | True | True | True | True | True | True |
| 1 | True | True | True | True | True | True | True | True | True | True | ... | True | True | True | True | True | True | True | True | True | True |
| 2 | True | True | True | True | True | True | True | True | True | True | ... | True | True | True | True | True | True | True | True | True | True |
| 3 | True | True | True | True | True | True | True | True | True | True | ... | True | True | True | True | True | True | True | True | True | True |
| 4 | False | True | False | False | True | False | True | True | False | True | ... | False | False | False | False | False | False | True | True | False | True |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5038 | True | True | True | True | True | True | True | True | False | True | ... | True | True | True | False | False | True | True | True | False | True |
| 5039 | True | False | True | True | False | True | True | True | False | True | ... | True | True | True | True | False | False | True | True | True | True |
| 5040 | True | True | True | True | True | True | True | True | False | True | ... | True | True | True | False | True | True | True | True | False | True |
| 5041 | True | True | True | True | True | True | True | True | True | True | ... | True | True | True | True | False | True | True | True | True | True |
| 5042 | True | True | True | True | True | True | True | True | True | True | ... | True | True | True | True | True | True | True | True | True | True |
5043 rows × 28 columns
In [19]:
A=movies.notnull().astype('int')
A
Out[19]:
| color | director_name | num_critic_for_reviews | duration | director_facebook_likes | actor_3_facebook_likes | actor_2_name | actor_1_facebook_likes | gross | genres | ... | num_user_for_reviews | language | country | content_rating | budget | title_year | actor_2_facebook_likes | imdb_score | aspect_ratio | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 2 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 3 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
| 4 | 0 | 1 | 0 | 0 | 1 | 0 | 1 | 1 | 0 | 1 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 1 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5038 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | ... | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 0 | 1 |
| 5039 | 1 | 0 | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 1 | ... | 1 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 | 1 |
| 5040 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0 | 1 | ... | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 0 | 1 |
| 5041 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ... | 1 | 1 | 1 | 1 | 0 | 1 | 1 | 1 | 1 | 1 |
| 5042 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | ... | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
5043 rows × 28 columns
In [20]:
#Row wise finding null value
movies.isnull()
A=movies.notnull().astype('int')
C=A.sum(axis=1)
C
Out[20]:
0 28
1 28
2 28
3 28
4 14
..
5038 24
5039 23
5040 24
5041 26
5042 28
Length: 5043, dtype: int64
In [21]:
movies.isnull()
A=movies.notnull().astype('int')
D=A.shape[1]
C=A.sum(axis=1)
for i in range(A.shape[0]):
E=D-C[i]
print('ROW {}: has {} Null-Value and {} Non-Null Value'.format(i,C[i],E))
ROW 0: has 28 Null-Value and 0 Non-Null Value ROW 1: has 28 Null-Value and 0 Non-Null Value ROW 2: has 28 Null-Value and 0 Non-Null Value ROW 3: has 28 Null-Value and 0 Non-Null Value ROW 4: has 14 Null-Value and 14 Non-Null Value ROW 5: has 28 Null-Value and 0 Non-Null Value ROW 6: has 28 Null-Value and 0 Non-Null Value ROW 7: has 28 Null-Value and 0 Non-Null Value ROW 8: has 28 Null-Value and 0 Non-Null Value ROW 9: has 28 Null-Value and 0 Non-Null Value ROW 10: has 28 Null-Value and 0 Non-Null Value ROW 11: has 28 Null-Value and 0 Non-Null Value ROW 12: has 28 Null-Value and 0 Non-Null Value ROW 13: has 28 Null-Value and 0 Non-Null Value ROW 14: has 28 Null-Value and 0 Non-Null Value ROW 15: has 28 Null-Value and 0 Non-Null Value ROW 16: has 28 Null-Value and 0 Non-Null Value ROW 17: has 28 Null-Value and 0 Non-Null Value ROW 18: has 28 Null-Value and 0 Non-Null Value ROW 19: has 28 Null-Value and 0 Non-Null Value ROW 20: has 28 Null-Value and 0 Non-Null Value ROW 21: has 28 Null-Value and 0 Non-Null Value ROW 22: has 28 Null-Value and 0 Non-Null Value ROW 23: has 28 Null-Value and 0 Non-Null Value ROW 24: has 28 Null-Value and 0 Non-Null Value ROW 25: has 28 Null-Value and 0 Non-Null Value ROW 26: has 28 Null-Value and 0 Non-Null Value ROW 27: has 28 Null-Value and 0 Non-Null Value ROW 28: has 28 Null-Value and 0 Non-Null Value ROW 29: has 28 Null-Value and 0 Non-Null Value ROW 30: has 28 Null-Value and 0 Non-Null Value ROW 31: has 28 Null-Value and 0 Non-Null Value ROW 32: has 28 Null-Value and 0 Non-Null Value ROW 33: has 28 Null-Value and 0 Non-Null Value ROW 34: has 28 Null-Value and 0 Non-Null Value ROW 35: has 28 Null-Value and 0 Non-Null Value ROW 36: has 28 Null-Value and 0 Non-Null Value ROW 37: has 28 Null-Value and 0 Non-Null Value ROW 38: has 28 Null-Value and 0 Non-Null Value ROW 39: has 28 Null-Value and 0 Non-Null Value ROW 40: has 28 Null-Value and 0 Non-Null Value ROW 41: has 28 Null-Value and 0 Non-Null Value ROW 42: has 28 Null-Value and 0 Non-Null Value ROW 43: has 28 Null-Value and 0 Non-Null Value ROW 44: has 28 Null-Value and 0 Non-Null Value ROW 45: has 28 Null-Value and 0 Non-Null Value ROW 46: has 28 Null-Value and 0 Non-Null Value ROW 47: has 28 Null-Value and 0 Non-Null Value ROW 48: has 28 Null-Value and 0 Non-Null Value ROW 49: has 28 Null-Value and 0 Non-Null Value ROW 50: has 28 Null-Value and 0 Non-Null Value ROW 51: has 28 Null-Value and 0 Non-Null Value ROW 52: has 28 Null-Value and 0 Non-Null Value ROW 53: has 28 Null-Value and 0 Non-Null Value ROW 54: has 28 Null-Value and 0 Non-Null Value ROW 55: has 27 Null-Value and 1 Non-Null Value ROW 56: has 28 Null-Value and 0 Non-Null Value ROW 57: has 28 Null-Value and 0 Non-Null Value ROW 58: has 28 Null-Value and 0 Non-Null Value ROW 59: has 28 Null-Value and 0 Non-Null Value ROW 60: has 28 Null-Value and 0 Non-Null Value ROW 61: has 28 Null-Value and 0 Non-Null Value ROW 62: has 28 Null-Value and 0 Non-Null Value ROW 63: has 28 Null-Value and 0 Non-Null Value ROW 64: has 28 Null-Value and 0 Non-Null Value ROW 65: has 28 Null-Value and 0 Non-Null Value ROW 66: has 28 Null-Value and 0 Non-Null Value ROW 67: has 28 Null-Value and 0 Non-Null Value ROW 68: has 28 Null-Value and 0 Non-Null Value ROW 69: has 28 Null-Value and 0 Non-Null Value ROW 70: has 28 Null-Value and 0 Non-Null Value ROW 71: has 28 Null-Value and 0 Non-Null Value ROW 72: has 28 Null-Value and 0 Non-Null Value ROW 73: has 28 Null-Value and 0 Non-Null Value ROW 74: has 28 Null-Value and 0 Non-Null Value ROW 75: has 28 Null-Value and 0 Non-Null Value ROW 76: has 28 Null-Value and 0 Non-Null Value ROW 77: has 28 Null-Value and 0 Non-Null Value ROW 78: has 28 Null-Value and 0 Non-Null Value ROW 79: has 28 Null-Value and 0 Non-Null Value ROW 80: has 28 Null-Value and 0 Non-Null Value ROW 81: has 28 Null-Value and 0 Non-Null Value ROW 82: has 28 Null-Value and 0 Non-Null Value ROW 83: has 28 Null-Value and 0 Non-Null Value ROW 84: has 25 Null-Value and 3 Non-Null Value ROW 85: has 28 Null-Value and 0 Non-Null Value ROW 86: has 28 Null-Value and 0 Non-Null Value ROW 87: has 28 Null-Value and 0 Non-Null Value ROW 88: has 28 Null-Value and 0 Non-Null Value ROW 89: has 28 Null-Value and 0 Non-Null Value ROW 90: has 28 Null-Value and 0 Non-Null Value ROW 91: has 28 Null-Value and 0 Non-Null Value ROW 92: has 28 Null-Value and 0 Non-Null Value ROW 93: has 28 Null-Value and 0 Non-Null Value ROW 94: has 28 Null-Value and 0 Non-Null Value ROW 95: has 28 Null-Value and 0 Non-Null Value ROW 96: has 28 Null-Value and 0 Non-Null Value ROW 97: has 28 Null-Value and 0 Non-Null Value ROW 98: has 25 Null-Value and 3 Non-Null Value ROW 99: has 27 Null-Value and 1 Non-Null Value ROW 100: has 28 Null-Value and 0 Non-Null Value ROW 101: has 28 Null-Value and 0 Non-Null Value ROW 102: has 28 Null-Value and 0 Non-Null Value ROW 103: has 28 Null-Value and 0 Non-Null Value ROW 104: has 28 Null-Value and 0 Non-Null Value ROW 105: has 28 Null-Value and 0 Non-Null Value ROW 106: has 28 Null-Value and 0 Non-Null Value ROW 107: has 28 Null-Value and 0 Non-Null Value ROW 108: has 28 Null-Value and 0 Non-Null Value ROW 109: has 28 Null-Value and 0 Non-Null Value ROW 110: has 28 Null-Value and 0 Non-Null Value ROW 111: has 28 Null-Value and 0 Non-Null Value ROW 112: has 28 Null-Value and 0 Non-Null Value ROW 113: has 28 Null-Value and 0 Non-Null Value ROW 114: has 28 Null-Value and 0 Non-Null Value ROW 115: has 28 Null-Value and 0 Non-Null Value ROW 116: has 28 Null-Value and 0 Non-Null Value ROW 117: has 28 Null-Value and 0 Non-Null Value ROW 118: has 28 Null-Value and 0 Non-Null Value ROW 119: has 28 Null-Value and 0 Non-Null Value ROW 120: has 28 Null-Value and 0 Non-Null Value ROW 121: has 28 Null-Value and 0 Non-Null Value ROW 122: has 28 Null-Value and 0 Non-Null Value ROW 123: has 28 Null-Value and 0 Non-Null Value ROW 124: has 28 Null-Value and 0 Non-Null Value ROW 125: has 28 Null-Value and 0 Non-Null Value ROW 126: has 28 Null-Value and 0 Non-Null Value ROW 127: has 28 Null-Value and 0 Non-Null Value ROW 128: has 28 Null-Value and 0 Non-Null Value ROW 129: has 28 Null-Value and 0 Non-Null Value ROW 130: has 28 Null-Value and 0 Non-Null Value ROW 131: has 28 Null-Value and 0 Non-Null Value ROW 132: has 28 Null-Value and 0 Non-Null Value ROW 133: has 28 Null-Value and 0 Non-Null Value ROW 134: has 28 Null-Value and 0 Non-Null Value ROW 135: has 28 Null-Value and 0 Non-Null Value ROW 136: has 28 Null-Value and 0 Non-Null Value ROW 137: has 28 Null-Value and 0 Non-Null Value ROW 138: has 28 Null-Value and 0 Non-Null Value ROW 139: has 28 Null-Value and 0 Non-Null Value ROW 140: has 28 Null-Value and 0 Non-Null Value ROW 141: has 28 Null-Value and 0 Non-Null Value ROW 142: has 28 Null-Value and 0 Non-Null Value ROW 143: has 28 Null-Value and 0 Non-Null Value ROW 144: has 28 Null-Value and 0 Non-Null Value ROW 145: has 28 Null-Value and 0 Non-Null Value ROW 146: has 28 Null-Value and 0 Non-Null Value ROW 147: has 28 Null-Value and 0 Non-Null Value ROW 148: has 28 Null-Value and 0 Non-Null Value ROW 149: has 28 Null-Value and 0 Non-Null Value ROW 150: has 28 Null-Value and 0 Non-Null Value ROW 151: has 28 Null-Value and 0 Non-Null Value ROW 152: has 28 Null-Value and 0 Non-Null Value ROW 153: has 28 Null-Value and 0 Non-Null Value ROW 154: has 28 Null-Value and 0 Non-Null Value ROW 155: has 28 Null-Value and 0 Non-Null Value ROW 156: has 28 Null-Value and 0 Non-Null Value ROW 157: has 28 Null-Value and 0 Non-Null Value ROW 158: has 28 Null-Value and 0 Non-Null Value ROW 159: has 28 Null-Value and 0 Non-Null Value ROW 160: has 28 Null-Value and 0 Non-Null Value ROW 161: has 28 Null-Value and 0 Non-Null Value ROW 162: has 28 Null-Value and 0 Non-Null Value ROW 163: has 28 Null-Value and 0 Non-Null Value ROW 164: has 28 Null-Value and 0 Non-Null Value ROW 165: has 28 Null-Value and 0 Non-Null Value ROW 166: has 28 Null-Value and 0 Non-Null Value ROW 167: has 28 Null-Value and 0 Non-Null Value ROW 168: 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ROW 189: has 28 Null-Value and 0 Non-Null Value ROW 190: has 28 Null-Value and 0 Non-Null Value ROW 191: has 28 Null-Value and 0 Non-Null Value ROW 192: has 28 Null-Value and 0 Non-Null Value ROW 193: has 28 Null-Value and 0 Non-Null Value ROW 194: has 28 Null-Value and 0 Non-Null Value ROW 195: has 28 Null-Value and 0 Non-Null Value ROW 196: has 28 Null-Value and 0 Non-Null Value ROW 197: has 28 Null-Value and 0 Non-Null Value ROW 198: has 28 Null-Value and 0 Non-Null Value ROW 199: has 22 Null-Value and 6 Non-Null Value ROW 200: has 28 Null-Value and 0 Non-Null Value ROW 201: has 28 Null-Value and 0 Non-Null Value ROW 202: has 28 Null-Value and 0 Non-Null Value ROW 203: has 28 Null-Value and 0 Non-Null Value ROW 204: has 25 Null-Value and 3 Non-Null Value ROW 205: has 28 Null-Value and 0 Non-Null Value ROW 206: has 22 Null-Value and 6 Non-Null Value ROW 207: has 28 Null-Value and 0 Non-Null Value ROW 208: has 28 Null-Value and 0 Non-Null Value ROW 209: has 28 Null-Value and 0 Non-Null Value ROW 210: has 28 Null-Value and 0 Non-Null Value ROW 211: has 28 Null-Value and 0 Non-Null Value ROW 212: has 28 Null-Value and 0 Non-Null Value ROW 213: has 28 Null-Value and 0 Non-Null Value ROW 214: has 28 Null-Value and 0 Non-Null Value ROW 215: has 28 Null-Value and 0 Non-Null Value ROW 216: has 28 Null-Value and 0 Non-Null Value ROW 217: has 28 Null-Value and 0 Non-Null Value ROW 218: has 28 Null-Value and 0 Non-Null Value ROW 219: has 28 Null-Value and 0 Non-Null Value ROW 220: has 28 Null-Value and 0 Non-Null Value ROW 221: has 28 Null-Value and 0 Non-Null Value ROW 222: has 28 Null-Value and 0 Non-Null Value ROW 223: has 28 Null-Value and 0 Non-Null Value ROW 224: has 28 Null-Value and 0 Non-Null Value ROW 225: has 28 Null-Value and 0 Non-Null Value ROW 226: has 28 Null-Value and 0 Non-Null Value ROW 227: has 28 Null-Value and 0 Non-Null Value ROW 228: has 28 Null-Value and 0 Non-Null Value ROW 229: has 28 Null-Value and 0 Non-Null Value ROW 230: has 28 Null-Value and 0 Non-Null Value ROW 231: has 28 Null-Value and 0 Non-Null Value ROW 232: has 28 Null-Value and 0 Non-Null Value ROW 233: has 28 Null-Value and 0 Non-Null Value ROW 234: has 28 Null-Value and 0 Non-Null Value ROW 235: has 28 Null-Value and 0 Non-Null Value ROW 236: has 28 Null-Value and 0 Non-Null Value ROW 237: has 28 Null-Value and 0 Non-Null Value ROW 238: has 28 Null-Value and 0 Non-Null Value ROW 239: has 28 Null-Value and 0 Non-Null Value ROW 240: has 28 Null-Value and 0 Non-Null Value ROW 241: has 28 Null-Value and 0 Non-Null Value ROW 242: has 26 Null-Value and 2 Non-Null Value ROW 243: has 28 Null-Value and 0 Non-Null Value ROW 244: has 28 Null-Value and 0 Non-Null Value ROW 245: has 28 Null-Value and 0 Non-Null Value ROW 246: has 28 Null-Value and 0 Non-Null Value ROW 247: has 28 Null-Value and 0 Non-Null Value ROW 248: has 27 Null-Value and 1 Non-Null Value ROW 249: has 28 Null-Value and 0 Non-Null Value ROW 250: has 28 Null-Value and 0 Non-Null Value ROW 251: has 28 Null-Value and 0 Non-Null Value ROW 252: has 28 Null-Value and 0 Non-Null Value ROW 253: has 28 Null-Value and 0 Non-Null Value ROW 254: has 28 Null-Value and 0 Non-Null Value ROW 255: has 28 Null-Value and 0 Non-Null Value ROW 256: has 28 Null-Value and 0 Non-Null Value ROW 257: has 28 Null-Value and 0 Non-Null Value ROW 258: has 28 Null-Value and 0 Non-Null Value ROW 259: has 28 Null-Value and 0 Non-Null Value ROW 260: has 23 Null-Value and 5 Non-Null Value ROW 261: has 28 Null-Value and 0 Non-Null Value ROW 262: has 28 Null-Value and 0 Non-Null Value ROW 263: has 28 Null-Value and 0 Non-Null Value ROW 264: has 28 Null-Value and 0 Non-Null Value ROW 265: has 28 Null-Value and 0 Non-Null Value ROW 266: has 28 Null-Value and 0 Non-Null Value ROW 267: has 28 Null-Value and 0 Non-Null Value ROW 268: has 28 Null-Value and 0 Non-Null Value ROW 269: has 28 Null-Value and 0 Non-Null Value ROW 270: has 28 Null-Value and 0 Non-Null Value ROW 271: has 28 Null-Value and 0 Non-Null Value ROW 272: has 28 Null-Value and 0 Non-Null Value ROW 273: has 28 Null-Value and 0 Non-Null Value ROW 274: has 28 Null-Value and 0 Non-Null Value ROW 275: has 28 Null-Value and 0 Non-Null Value ROW 276: has 28 Null-Value and 0 Non-Null Value ROW 277: has 28 Null-Value and 0 Non-Null Value ROW 278: has 28 Null-Value and 0 Non-Null Value ROW 279: has 13 Null-Value and 15 Non-Null Value ROW 280: has 28 Null-Value and 0 Non-Null Value ROW 281: has 28 Null-Value and 0 Non-Null Value ROW 282: has 28 Null-Value and 0 Non-Null Value ROW 283: has 28 Null-Value and 0 Non-Null Value ROW 284: has 28 Null-Value and 0 Non-Null Value ROW 285: has 28 Null-Value and 0 Non-Null Value ROW 286: has 28 Null-Value and 0 Non-Null Value ROW 287: has 28 Null-Value and 0 Non-Null Value ROW 288: has 28 Null-Value and 0 Non-Null Value ROW 289: has 28 Null-Value and 0 Non-Null Value ROW 290: has 28 Null-Value and 0 Non-Null Value ROW 291: has 28 Null-Value and 0 Non-Null Value ROW 292: has 28 Null-Value and 0 Non-Null Value ROW 293: has 28 Null-Value and 0 Non-Null Value ROW 294: has 28 Null-Value and 0 Non-Null Value ROW 295: has 28 Null-Value and 0 Non-Null Value ROW 296: has 28 Null-Value and 0 Non-Null Value ROW 297: has 28 Null-Value and 0 Non-Null Value ROW 298: has 28 Null-Value and 0 Non-Null Value ROW 299: has 28 Null-Value and 0 Non-Null Value ROW 300: has 28 Null-Value and 0 Non-Null Value ROW 301: has 28 Null-Value and 0 Non-Null Value ROW 302: has 28 Null-Value and 0 Non-Null Value ROW 303: has 28 Null-Value and 0 Non-Null Value ROW 304: has 28 Null-Value and 0 Non-Null Value ROW 305: has 28 Null-Value and 0 Non-Null Value ROW 306: has 28 Null-Value and 0 Non-Null Value ROW 307: has 28 Null-Value and 0 Non-Null Value ROW 308: has 28 Null-Value and 0 Non-Null Value ROW 309: has 28 Null-Value and 0 Non-Null Value ROW 310: has 28 Null-Value and 0 Non-Null Value ROW 311: has 28 Null-Value and 0 Non-Null Value ROW 312: has 28 Null-Value and 0 Non-Null Value ROW 313: has 28 Null-Value and 0 Non-Null Value ROW 314: has 28 Null-Value and 0 Non-Null Value ROW 315: has 28 Null-Value and 0 Non-Null Value ROW 316: has 28 Null-Value and 0 Non-Null Value ROW 317: has 28 Null-Value and 0 Non-Null Value ROW 318: has 28 Null-Value and 0 Non-Null Value ROW 319: has 28 Null-Value and 0 Non-Null Value ROW 320: has 28 Null-Value and 0 Non-Null Value ROW 321: has 28 Null-Value and 0 Non-Null Value ROW 322: has 28 Null-Value and 0 Non-Null Value ROW 323: has 28 Null-Value and 0 Non-Null Value ROW 324: has 28 Null-Value and 0 Non-Null Value ROW 325: has 28 Null-Value and 0 Non-Null Value ROW 326: has 28 Null-Value and 0 Non-Null Value ROW 327: has 28 Null-Value and 0 Non-Null Value ROW 328: has 28 Null-Value and 0 Non-Null Value ROW 329: has 28 Null-Value and 0 Non-Null Value ROW 330: has 28 Null-Value and 0 Non-Null Value ROW 331: has 28 Null-Value and 0 Non-Null Value ROW 332: has 28 Null-Value and 0 Non-Null Value ROW 333: has 28 Null-Value and 0 Non-Null Value ROW 334: has 28 Null-Value and 0 Non-Null Value ROW 335: has 28 Null-Value and 0 Non-Null Value ROW 336: has 28 Null-Value and 0 Non-Null Value ROW 337: has 28 Null-Value and 0 Non-Null Value ROW 338: has 28 Null-Value and 0 Non-Null Value ROW 339: has 28 Null-Value and 0 Non-Null Value ROW 340: has 28 Null-Value and 0 Non-Null Value ROW 341: has 28 Null-Value and 0 Non-Null Value ROW 342: has 28 Null-Value and 0 Non-Null Value ROW 343: has 28 Null-Value and 0 Non-Null Value ROW 344: has 28 Null-Value and 0 Non-Null Value ROW 345: has 28 Null-Value and 0 Non-Null Value ROW 346: has 28 Null-Value and 0 Non-Null Value ROW 347: has 28 Null-Value and 0 Non-Null Value ROW 348: has 28 Null-Value and 0 Non-Null Value ROW 349: has 28 Null-Value and 0 Non-Null Value ROW 350: has 28 Null-Value and 0 Non-Null Value ROW 351: has 28 Null-Value and 0 Non-Null Value ROW 352: has 28 Null-Value and 0 Non-Null Value ROW 353: has 28 Null-Value and 0 Non-Null Value ROW 354: has 28 Null-Value and 0 Non-Null Value ROW 355: has 28 Null-Value and 0 Non-Null Value ROW 356: has 28 Null-Value and 0 Non-Null Value ROW 357: has 28 Null-Value and 0 Non-Null Value ROW 358: has 28 Null-Value and 0 Non-Null Value ROW 359: has 28 Null-Value and 0 Non-Null Value ROW 360: has 28 Null-Value and 0 Non-Null Value ROW 361: has 28 Null-Value and 0 Non-Null Value ROW 362: has 28 Null-Value and 0 Non-Null Value ROW 363: has 28 Null-Value and 0 Non-Null Value ROW 364: has 28 Null-Value and 0 Non-Null Value ROW 365: has 28 Null-Value and 0 Non-Null Value ROW 366: has 28 Null-Value and 0 Non-Null Value ROW 367: has 25 Null-Value and 3 Non-Null Value ROW 368: has 28 Null-Value and 0 Non-Null Value ROW 369: has 28 Null-Value and 0 Non-Null Value ROW 370: has 28 Null-Value and 0 Non-Null Value ROW 371: has 28 Null-Value and 0 Non-Null Value ROW 372: has 28 Null-Value and 0 Non-Null Value ROW 373: has 28 Null-Value and 0 Non-Null Value ROW 374: has 28 Null-Value and 0 Non-Null Value ROW 375: has 28 Null-Value and 0 Non-Null Value ROW 376: has 28 Null-Value and 0 Non-Null Value ROW 377: has 28 Null-Value and 0 Non-Null Value ROW 378: has 28 Null-Value and 0 Non-Null Value ROW 379: has 28 Null-Value and 0 Non-Null Value ROW 380: has 28 Null-Value and 0 Non-Null Value ROW 381: has 28 Null-Value and 0 Non-Null Value ROW 382: has 28 Null-Value and 0 Non-Null Value ROW 383: has 28 Null-Value and 0 Non-Null Value ROW 384: has 28 Null-Value and 0 Non-Null Value ROW 385: has 28 Null-Value and 0 Non-Null Value ROW 386: has 28 Null-Value and 0 Non-Null Value ROW 387: has 28 Null-Value and 0 Non-Null Value ROW 388: has 28 Null-Value and 0 Non-Null Value ROW 389: has 28 Null-Value and 0 Non-Null Value ROW 390: has 28 Null-Value and 0 Non-Null Value ROW 391: has 28 Null-Value and 0 Non-Null Value ROW 392: has 28 Null-Value and 0 Non-Null Value ROW 393: has 28 Null-Value and 0 Non-Null Value ROW 394: has 28 Null-Value and 0 Non-Null Value ROW 395: has 28 Null-Value and 0 Non-Null Value ROW 396: has 28 Null-Value and 0 Non-Null Value ROW 397: has 28 Null-Value and 0 Non-Null Value ROW 398: has 28 Null-Value and 0 Non-Null Value ROW 399: has 28 Null-Value and 0 Non-Null Value ROW 400: has 28 Null-Value and 0 Non-Null Value ROW 401: has 28 Null-Value and 0 Non-Null Value ROW 402: has 28 Null-Value and 0 Non-Null Value ROW 403: has 28 Null-Value and 0 Non-Null Value ROW 404: has 23 Null-Value and 5 Non-Null Value ROW 405: has 28 Null-Value and 0 Non-Null Value ROW 406: has 28 Null-Value and 0 Non-Null Value ROW 407: has 28 Null-Value and 0 Non-Null Value ROW 408: has 28 Null-Value and 0 Non-Null Value ROW 409: has 28 Null-Value and 0 Non-Null Value ROW 410: has 28 Null-Value and 0 Non-Null Value ROW 411: has 28 Null-Value and 0 Non-Null Value ROW 412: has 28 Null-Value and 0 Non-Null Value ROW 413: has 28 Null-Value and 0 Non-Null Value ROW 414: has 28 Null-Value and 0 Non-Null Value ROW 415: has 28 Null-Value and 0 Non-Null Value ROW 416: has 28 Null-Value and 0 Non-Null Value ROW 417: 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ROW 438: has 28 Null-Value and 0 Non-Null Value ROW 439: has 28 Null-Value and 0 Non-Null Value ROW 440: has 28 Null-Value and 0 Non-Null Value ROW 441: has 28 Null-Value and 0 Non-Null Value ROW 442: has 28 Null-Value and 0 Non-Null Value ROW 443: has 28 Null-Value and 0 Non-Null Value ROW 444: has 27 Null-Value and 1 Non-Null Value ROW 445: has 28 Null-Value and 0 Non-Null Value ROW 446: has 28 Null-Value and 0 Non-Null Value ROW 447: has 28 Null-Value and 0 Non-Null Value ROW 448: has 28 Null-Value and 0 Non-Null Value ROW 449: has 28 Null-Value and 0 Non-Null Value ROW 450: has 28 Null-Value and 0 Non-Null Value ROW 451: has 28 Null-Value and 0 Non-Null Value ROW 452: has 28 Null-Value and 0 Non-Null Value ROW 453: has 28 Null-Value and 0 Non-Null Value ROW 454: has 28 Null-Value and 0 Non-Null Value ROW 455: has 28 Null-Value and 0 Non-Null Value ROW 456: has 28 Null-Value and 0 Non-Null Value ROW 457: has 28 Null-Value and 0 Non-Null Value ROW 458: has 28 Null-Value and 0 Non-Null Value ROW 459: has 22 Null-Value and 6 Non-Null Value ROW 460: has 28 Null-Value and 0 Non-Null Value ROW 461: has 28 Null-Value and 0 Non-Null Value ROW 462: has 28 Null-Value and 0 Non-Null Value ROW 463: has 28 Null-Value and 0 Non-Null Value ROW 464: has 28 Null-Value and 0 Non-Null Value ROW 465: has 28 Null-Value and 0 Non-Null Value ROW 466: has 28 Null-Value and 0 Non-Null Value ROW 467: has 28 Null-Value and 0 Non-Null Value ROW 468: has 28 Null-Value and 0 Non-Null Value ROW 469: has 28 Null-Value and 0 Non-Null Value ROW 470: has 28 Null-Value and 0 Non-Null Value ROW 471: has 28 Null-Value and 0 Non-Null Value ROW 472: has 28 Null-Value and 0 Non-Null Value ROW 473: has 28 Null-Value and 0 Non-Null Value ROW 474: has 28 Null-Value and 0 Non-Null Value ROW 475: has 28 Null-Value and 0 Non-Null Value ROW 476: has 28 Null-Value and 0 Non-Null Value ROW 477: has 27 Null-Value and 1 Non-Null Value ROW 478: has 28 Null-Value and 0 Non-Null Value ROW 479: has 23 Null-Value and 5 Non-Null Value ROW 480: has 28 Null-Value and 0 Non-Null Value ROW 481: has 28 Null-Value and 0 Non-Null Value ROW 482: has 28 Null-Value and 0 Non-Null Value ROW 483: has 28 Null-Value and 0 Non-Null Value ROW 484: has 28 Null-Value and 0 Non-Null Value ROW 485: has 28 Null-Value and 0 Non-Null Value ROW 486: has 28 Null-Value and 0 Non-Null Value ROW 487: has 28 Null-Value and 0 Non-Null Value ROW 488: has 28 Null-Value and 0 Non-Null Value ROW 489: has 25 Null-Value and 3 Non-Null Value ROW 490: has 27 Null-Value and 1 Non-Null Value ROW 491: has 28 Null-Value and 0 Non-Null Value ROW 492: has 28 Null-Value and 0 Non-Null Value ROW 493: has 28 Null-Value and 0 Non-Null Value ROW 494: has 28 Null-Value and 0 Non-Null Value ROW 495: has 28 Null-Value and 0 Non-Null Value ROW 496: has 28 Null-Value and 0 Non-Null Value ROW 497: has 28 Null-Value and 0 Non-Null Value ROW 498: has 28 Null-Value and 0 Non-Null Value ROW 499: has 28 Null-Value and 0 Non-Null Value ROW 500: has 28 Null-Value and 0 Non-Null Value ROW 501: has 28 Null-Value and 0 Non-Null Value ROW 502: has 28 Null-Value and 0 Non-Null Value ROW 503: has 28 Null-Value and 0 Non-Null Value ROW 504: has 28 Null-Value and 0 Non-Null Value ROW 505: has 28 Null-Value and 0 Non-Null Value ROW 506: has 28 Null-Value and 0 Non-Null Value ROW 507: has 25 Null-Value and 3 Non-Null Value ROW 508: has 28 Null-Value and 0 Non-Null Value ROW 509: has 28 Null-Value and 0 Non-Null Value ROW 510: has 28 Null-Value and 0 Non-Null Value ROW 511: has 28 Null-Value and 0 Non-Null Value ROW 512: has 28 Null-Value and 0 Non-Null Value ROW 513: has 28 Null-Value and 0 Non-Null Value ROW 514: has 28 Null-Value and 0 Non-Null Value ROW 515: has 28 Null-Value and 0 Non-Null Value ROW 516: has 28 Null-Value and 0 Non-Null Value ROW 517: has 28 Null-Value and 0 Non-Null Value ROW 518: has 28 Null-Value and 0 Non-Null Value ROW 519: has 28 Null-Value and 0 Non-Null Value ROW 520: has 28 Null-Value and 0 Non-Null Value ROW 521: has 28 Null-Value and 0 Non-Null Value ROW 522: has 28 Null-Value and 0 Non-Null Value ROW 523: has 28 Null-Value and 0 Non-Null Value ROW 524: has 28 Null-Value and 0 Non-Null Value ROW 525: has 28 Null-Value and 0 Non-Null Value ROW 526: has 28 Null-Value and 0 Non-Null Value ROW 527: has 28 Null-Value and 0 Non-Null Value ROW 528: has 28 Null-Value and 0 Non-Null Value ROW 529: has 28 Null-Value and 0 Non-Null Value ROW 530: has 28 Null-Value and 0 Non-Null Value ROW 531: has 28 Null-Value and 0 Non-Null Value ROW 532: has 28 Null-Value and 0 Non-Null Value ROW 533: has 28 Null-Value and 0 Non-Null Value ROW 534: has 28 Null-Value and 0 Non-Null Value ROW 535: has 28 Null-Value and 0 Non-Null Value ROW 536: has 28 Null-Value and 0 Non-Null Value ROW 537: has 23 Null-Value and 5 Non-Null Value ROW 538: has 28 Null-Value and 0 Non-Null Value ROW 539: has 28 Null-Value and 0 Non-Null Value ROW 540: has 28 Null-Value and 0 Non-Null Value ROW 541: has 28 Null-Value and 0 Non-Null Value ROW 542: has 28 Null-Value and 0 Non-Null Value ROW 543: has 21 Null-Value and 7 Non-Null Value ROW 544: has 28 Null-Value and 0 Non-Null Value ROW 545: has 28 Null-Value and 0 Non-Null Value ROW 546: has 28 Null-Value and 0 Non-Null Value ROW 547: has 28 Null-Value and 0 Non-Null Value ROW 548: has 28 Null-Value and 0 Non-Null Value ROW 549: has 28 Null-Value and 0 Non-Null Value ROW 550: has 28 Null-Value and 0 Non-Null Value ROW 551: has 28 Null-Value and 0 Non-Null Value ROW 552: has 28 Null-Value and 0 Non-Null Value ROW 553: has 28 Null-Value and 0 Non-Null Value ROW 554: has 28 Null-Value and 0 Non-Null Value ROW 555: has 28 Null-Value and 0 Non-Null Value ROW 556: has 28 Null-Value and 0 Non-Null Value ROW 557: has 28 Null-Value and 0 Non-Null Value ROW 558: has 28 Null-Value and 0 Non-Null Value ROW 559: has 27 Null-Value and 1 Non-Null Value ROW 560: has 28 Null-Value and 0 Non-Null Value ROW 561: has 28 Null-Value and 0 Non-Null Value ROW 562: has 28 Null-Value and 0 Non-Null Value ROW 563: has 28 Null-Value and 0 Non-Null Value ROW 564: has 28 Null-Value and 0 Non-Null Value ROW 565: has 28 Null-Value and 0 Non-Null Value ROW 566: has 28 Null-Value and 0 Non-Null Value ROW 567: has 28 Null-Value and 0 Non-Null Value ROW 568: has 28 Null-Value and 0 Non-Null Value ROW 569: has 28 Null-Value and 0 Non-Null Value ROW 570: has 28 Null-Value and 0 Non-Null Value ROW 571: has 28 Null-Value and 0 Non-Null Value ROW 572: has 28 Null-Value and 0 Non-Null Value ROW 573: has 28 Null-Value and 0 Non-Null Value ROW 574: has 28 Null-Value and 0 Non-Null Value ROW 575: has 28 Null-Value and 0 Non-Null Value ROW 576: has 28 Null-Value and 0 Non-Null Value ROW 577: has 28 Null-Value and 0 Non-Null Value ROW 578: has 28 Null-Value and 0 Non-Null Value ROW 579: has 28 Null-Value and 0 Non-Null Value ROW 580: has 28 Null-Value and 0 Non-Null Value ROW 581: has 28 Null-Value and 0 Non-Null Value ROW 582: has 28 Null-Value and 0 Non-Null Value ROW 583: has 28 Null-Value and 0 Non-Null Value ROW 584: has 28 Null-Value and 0 Non-Null Value ROW 585: has 28 Null-Value and 0 Non-Null Value ROW 586: has 28 Null-Value and 0 Non-Null Value ROW 587: has 28 Null-Value and 0 Non-Null Value ROW 588: has 28 Null-Value and 0 Non-Null Value ROW 589: has 28 Null-Value and 0 Non-Null Value ROW 590: has 28 Null-Value and 0 Non-Null Value ROW 591: has 28 Null-Value and 0 Non-Null Value ROW 592: has 28 Null-Value and 0 Non-Null Value ROW 593: has 23 Null-Value and 5 Non-Null Value ROW 594: has 28 Null-Value and 0 Non-Null Value ROW 595: has 28 Null-Value and 0 Non-Null Value ROW 596: has 28 Null-Value and 0 Non-Null Value ROW 597: has 28 Null-Value and 0 Non-Null Value ROW 598: has 28 Null-Value and 0 Non-Null Value ROW 599: has 28 Null-Value and 0 Non-Null Value ROW 600: has 28 Null-Value and 0 Non-Null Value ROW 601: has 28 Null-Value and 0 Non-Null Value ROW 602: has 28 Null-Value and 0 Non-Null Value ROW 603: has 28 Null-Value and 0 Non-Null Value ROW 604: has 28 Null-Value and 0 Non-Null Value ROW 605: has 28 Null-Value and 0 Non-Null Value ROW 606: has 28 Null-Value and 0 Non-Null Value ROW 607: has 28 Null-Value and 0 Non-Null Value ROW 608: has 28 Null-Value and 0 Non-Null Value ROW 609: has 28 Null-Value and 0 Non-Null Value ROW 610: has 28 Null-Value and 0 Non-Null Value ROW 611: has 28 Null-Value and 0 Non-Null Value ROW 612: has 28 Null-Value and 0 Non-Null Value ROW 613: has 28 Null-Value and 0 Non-Null Value ROW 614: has 28 Null-Value and 0 Non-Null Value ROW 615: has 28 Null-Value and 0 Non-Null Value ROW 616: has 28 Null-Value and 0 Non-Null Value ROW 617: has 28 Null-Value and 0 Non-Null Value ROW 618: has 28 Null-Value and 0 Non-Null Value ROW 619: has 28 Null-Value and 0 Non-Null Value ROW 620: has 28 Null-Value and 0 Non-Null Value ROW 621: has 28 Null-Value and 0 Non-Null Value ROW 622: has 28 Null-Value and 0 Non-Null Value ROW 623: has 28 Null-Value and 0 Non-Null Value ROW 624: has 27 Null-Value and 1 Non-Null Value ROW 625: has 28 Null-Value and 0 Non-Null Value ROW 626: has 28 Null-Value and 0 Non-Null Value ROW 627: has 28 Null-Value and 0 Non-Null Value ROW 628: has 28 Null-Value and 0 Non-Null Value ROW 629: has 28 Null-Value and 0 Non-Null Value ROW 630: has 28 Null-Value and 0 Non-Null Value ROW 631: has 28 Null-Value and 0 Non-Null Value ROW 632: has 28 Null-Value and 0 Non-Null Value ROW 633: has 28 Null-Value and 0 Non-Null Value ROW 634: has 28 Null-Value and 0 Non-Null Value ROW 635: has 28 Null-Value and 0 Non-Null Value ROW 636: has 28 Null-Value and 0 Non-Null Value ROW 637: has 28 Null-Value and 0 Non-Null Value ROW 638: has 28 Null-Value and 0 Non-Null Value ROW 639: has 28 Null-Value and 0 Non-Null Value ROW 640: has 27 Null-Value and 1 Non-Null Value ROW 641: has 28 Null-Value and 0 Non-Null Value ROW 642: has 27 Null-Value and 1 Non-Null Value ROW 643: has 28 Null-Value and 0 Non-Null Value ROW 644: has 28 Null-Value and 0 Non-Null Value ROW 645: has 23 Null-Value and 5 Non-Null Value ROW 646: has 28 Null-Value and 0 Non-Null Value ROW 647: has 28 Null-Value and 0 Non-Null Value ROW 648: has 28 Null-Value and 0 Non-Null Value ROW 649: has 28 Null-Value and 0 Non-Null Value ROW 650: has 28 Null-Value and 0 Non-Null Value ROW 651: has 28 Null-Value and 0 Non-Null Value ROW 652: has 28 Null-Value and 0 Non-Null Value ROW 653: has 28 Null-Value and 0 Non-Null Value ROW 654: has 28 Null-Value and 0 Non-Null Value ROW 655: has 28 Null-Value and 0 Non-Null Value ROW 656: has 28 Null-Value and 0 Non-Null Value ROW 657: has 28 Null-Value and 0 Non-Null Value ROW 658: has 28 Null-Value and 0 Non-Null Value ROW 659: has 28 Null-Value and 0 Non-Null Value ROW 660: has 28 Null-Value and 0 Non-Null Value ROW 661: has 28 Null-Value and 0 Non-Null Value ROW 662: has 28 Null-Value and 0 Non-Null Value ROW 663: has 28 Null-Value and 0 Non-Null Value ROW 664: has 28 Null-Value and 0 Non-Null Value ROW 665: has 28 Null-Value and 0 Non-Null Value ROW 666: has 28 Null-Value and 0 Non-Null Value ROW 667: has 28 Null-Value and 0 Non-Null Value ROW 668: has 28 Null-Value and 0 Non-Null Value ROW 669: has 28 Null-Value and 0 Non-Null Value ROW 670: has 28 Null-Value and 0 Non-Null Value ROW 671: has 28 Null-Value and 0 Non-Null Value ROW 672: has 28 Null-Value and 0 Non-Null Value ROW 673: has 28 Null-Value and 0 Non-Null Value ROW 674: has 28 Null-Value and 0 Non-Null Value ROW 675: has 28 Null-Value and 0 Non-Null Value ROW 676: has 27 Null-Value and 1 Non-Null Value ROW 677: has 28 Null-Value and 0 Non-Null Value ROW 678: has 28 Null-Value and 0 Non-Null Value ROW 679: has 28 Null-Value and 0 Non-Null Value ROW 680: has 28 Null-Value and 0 Non-Null Value ROW 681: has 28 Null-Value and 0 Non-Null Value ROW 682: has 28 Null-Value and 0 Non-Null Value ROW 683: has 28 Null-Value and 0 Non-Null Value ROW 684: has 28 Null-Value and 0 Non-Null Value ROW 685: has 21 Null-Value and 7 Non-Null Value ROW 686: has 28 Null-Value and 0 Non-Null Value ROW 687: has 28 Null-Value and 0 Non-Null Value ROW 688: has 28 Null-Value and 0 Non-Null Value ROW 689: has 28 Null-Value and 0 Non-Null Value ROW 690: has 28 Null-Value and 0 Non-Null Value ROW 691: has 28 Null-Value and 0 Non-Null Value ROW 692: has 28 Null-Value and 0 Non-Null Value ROW 693: has 28 Null-Value and 0 Non-Null Value ROW 694: has 28 Null-Value and 0 Non-Null Value ROW 695: has 28 Null-Value and 0 Non-Null Value ROW 696: has 28 Null-Value and 0 Non-Null Value ROW 697: has 28 Null-Value and 0 Non-Null Value ROW 698: has 28 Null-Value and 0 Non-Null Value ROW 699: has 28 Null-Value and 0 Non-Null Value ROW 700: has 28 Null-Value and 0 Non-Null Value ROW 701: has 28 Null-Value and 0 Non-Null Value ROW 702: has 28 Null-Value and 0 Non-Null Value ROW 703: has 28 Null-Value and 0 Non-Null Value ROW 704: has 28 Null-Value and 0 Non-Null Value ROW 705: has 28 Null-Value and 0 Non-Null Value ROW 706: has 28 Null-Value and 0 Non-Null Value ROW 707: has 28 Null-Value and 0 Non-Null Value ROW 708: has 28 Null-Value and 0 Non-Null Value ROW 709: has 28 Null-Value and 0 Non-Null Value ROW 710: has 28 Null-Value and 0 Non-Null Value ROW 711: has 28 Null-Value and 0 Non-Null Value ROW 712: has 28 Null-Value and 0 Non-Null Value ROW 713: has 27 Null-Value and 1 Non-Null Value ROW 714: has 28 Null-Value and 0 Non-Null Value ROW 715: has 28 Null-Value and 0 Non-Null Value ROW 716: has 28 Null-Value and 0 Non-Null Value ROW 717: has 28 Null-Value and 0 Non-Null Value ROW 718: has 28 Null-Value and 0 Non-Null Value ROW 719: has 28 Null-Value and 0 Non-Null Value ROW 720: has 28 Null-Value and 0 Non-Null Value ROW 721: has 28 Null-Value and 0 Non-Null Value ROW 722: has 28 Null-Value and 0 Non-Null Value ROW 723: has 28 Null-Value and 0 Non-Null Value ROW 724: has 28 Null-Value and 0 Non-Null Value ROW 725: has 28 Null-Value and 0 Non-Null Value ROW 726: has 28 Null-Value and 0 Non-Null Value ROW 727: has 28 Null-Value and 0 Non-Null Value ROW 728: has 28 Null-Value and 0 Non-Null Value ROW 729: has 28 Null-Value and 0 Non-Null Value ROW 730: has 28 Null-Value and 0 Non-Null Value ROW 731: has 28 Null-Value and 0 Non-Null Value ROW 732: has 28 Null-Value and 0 Non-Null Value ROW 733: has 28 Null-Value and 0 Non-Null Value ROW 734: has 28 Null-Value and 0 Non-Null Value ROW 735: has 28 Null-Value and 0 Non-Null Value ROW 736: has 28 Null-Value and 0 Non-Null Value ROW 737: has 28 Null-Value and 0 Non-Null Value ROW 738: has 28 Null-Value and 0 Non-Null Value ROW 739: has 28 Null-Value and 0 Non-Null Value ROW 740: has 28 Null-Value and 0 Non-Null Value ROW 741: has 28 Null-Value and 0 Non-Null Value ROW 742: has 28 Null-Value and 0 Non-Null Value ROW 743: has 28 Null-Value and 0 Non-Null Value ROW 744: has 28 Null-Value and 0 Non-Null Value ROW 745: has 28 Null-Value and 0 Non-Null Value ROW 746: has 28 Null-Value and 0 Non-Null Value ROW 747: has 28 Null-Value and 0 Non-Null Value ROW 748: has 28 Null-Value and 0 Non-Null Value ROW 749: has 28 Null-Value and 0 Non-Null Value ROW 750: has 28 Null-Value and 0 Non-Null Value ROW 751: has 28 Null-Value and 0 Non-Null Value ROW 752: has 28 Null-Value and 0 Non-Null Value ROW 753: has 28 Null-Value and 0 Non-Null Value ROW 754: has 28 Null-Value and 0 Non-Null Value ROW 755: has 28 Null-Value and 0 Non-Null Value ROW 756: has 28 Null-Value and 0 Non-Null Value ROW 757: has 23 Null-Value and 5 Non-Null Value ROW 758: has 28 Null-Value and 0 Non-Null Value ROW 759: has 28 Null-Value and 0 Non-Null Value ROW 760: has 28 Null-Value and 0 Non-Null Value ROW 761: has 28 Null-Value and 0 Non-Null Value ROW 762: has 28 Null-Value and 0 Non-Null Value ROW 763: has 28 Null-Value and 0 Non-Null Value ROW 764: has 28 Null-Value and 0 Non-Null Value ROW 765: has 28 Null-Value and 0 Non-Null Value ROW 766: has 28 Null-Value and 0 Non-Null Value ROW 767: has 28 Null-Value and 0 Non-Null Value ROW 768: has 28 Null-Value and 0 Non-Null Value ROW 769: has 28 Null-Value and 0 Non-Null Value ROW 770: has 28 Null-Value and 0 Non-Null Value ROW 771: has 28 Null-Value and 0 Non-Null Value ROW 772: has 28 Null-Value and 0 Non-Null Value ROW 773: has 27 Null-Value and 1 Non-Null Value ROW 774: has 28 Null-Value and 0 Non-Null Value ROW 775: has 28 Null-Value and 0 Non-Null Value ROW 776: has 28 Null-Value and 0 Non-Null Value ROW 777: has 28 Null-Value and 0 Non-Null Value ROW 778: has 28 Null-Value and 0 Non-Null Value ROW 779: has 28 Null-Value and 0 Non-Null Value ROW 780: has 27 Null-Value and 1 Non-Null Value ROW 781: has 28 Null-Value and 0 Non-Null Value ROW 782: has 28 Null-Value and 0 Non-Null Value ROW 783: has 28 Null-Value and 0 Non-Null Value ROW 784: has 28 Null-Value and 0 Non-Null Value ROW 785: has 28 Null-Value and 0 Non-Null Value ROW 786: has 28 Null-Value and 0 Non-Null Value ROW 787: has 28 Null-Value and 0 Non-Null Value ROW 788: has 28 Null-Value and 0 Non-Null Value ROW 789: has 27 Null-Value and 1 Non-Null Value ROW 790: has 28 Null-Value and 0 Non-Null Value ROW 791: has 28 Null-Value and 0 Non-Null Value ROW 792: has 28 Null-Value and 0 Non-Null Value ROW 793: has 28 Null-Value and 0 Non-Null Value ROW 794: has 28 Null-Value and 0 Non-Null Value ROW 795: has 28 Null-Value and 0 Non-Null Value ROW 796: has 28 Null-Value and 0 Non-Null Value ROW 797: has 28 Null-Value and 0 Non-Null Value ROW 798: has 28 Null-Value and 0 Non-Null Value ROW 799: has 28 Null-Value and 0 Non-Null Value ROW 800: has 28 Null-Value and 0 Non-Null Value ROW 801: has 28 Null-Value and 0 Non-Null Value ROW 802: has 28 Null-Value and 0 Non-Null Value ROW 803: has 28 Null-Value and 0 Non-Null Value ROW 804: has 28 Null-Value and 0 Non-Null Value ROW 805: has 28 Null-Value and 0 Non-Null Value ROW 806: has 28 Null-Value and 0 Non-Null Value ROW 807: has 28 Null-Value and 0 Non-Null Value ROW 808: has 28 Null-Value and 0 Non-Null Value ROW 809: has 28 Null-Value and 0 Non-Null Value ROW 810: has 26 Null-Value and 2 Non-Null Value ROW 811: has 28 Null-Value and 0 Non-Null Value ROW 812: has 28 Null-Value and 0 Non-Null Value ROW 813: has 28 Null-Value and 0 Non-Null Value ROW 814: has 28 Null-Value and 0 Non-Null Value ROW 815: has 28 Null-Value and 0 Non-Null Value ROW 816: has 24 Null-Value and 4 Non-Null Value ROW 817: has 28 Null-Value and 0 Non-Null Value ROW 818: has 28 Null-Value and 0 Non-Null Value ROW 819: has 28 Null-Value and 0 Non-Null Value ROW 820: has 28 Null-Value and 0 Non-Null Value ROW 821: has 26 Null-Value and 2 Non-Null Value ROW 822: has 28 Null-Value and 0 Non-Null Value ROW 823: has 28 Null-Value and 0 Non-Null Value ROW 824: has 28 Null-Value and 0 Non-Null Value ROW 825: has 28 Null-Value and 0 Non-Null Value ROW 826: has 23 Null-Value and 5 Non-Null Value ROW 827: has 28 Null-Value and 0 Non-Null Value ROW 828: has 28 Null-Value and 0 Non-Null Value ROW 829: has 28 Null-Value and 0 Non-Null Value ROW 830: has 28 Null-Value and 0 Non-Null Value ROW 831: has 28 Null-Value and 0 Non-Null Value ROW 832: has 28 Null-Value and 0 Non-Null Value ROW 833: has 22 Null-Value and 6 Non-Null Value ROW 834: has 28 Null-Value and 0 Non-Null Value ROW 835: has 28 Null-Value and 0 Non-Null Value ROW 836: has 28 Null-Value and 0 Non-Null Value ROW 837: has 28 Null-Value and 0 Non-Null Value ROW 838: has 28 Null-Value and 0 Non-Null Value ROW 839: has 28 Null-Value and 0 Non-Null Value ROW 840: has 28 Null-Value and 0 Non-Null Value ROW 841: has 28 Null-Value and 0 Non-Null Value ROW 842: has 28 Null-Value and 0 Non-Null Value ROW 843: has 28 Null-Value and 0 Non-Null Value ROW 844: has 28 Null-Value and 0 Non-Null Value ROW 845: has 28 Null-Value and 0 Non-Null Value ROW 846: has 28 Null-Value and 0 Non-Null Value ROW 847: has 28 Null-Value and 0 Non-Null Value ROW 848: has 28 Null-Value and 0 Non-Null Value ROW 849: has 28 Null-Value and 0 Non-Null Value ROW 850: has 28 Null-Value and 0 Non-Null Value ROW 851: has 28 Null-Value and 0 Non-Null Value ROW 852: has 28 Null-Value and 0 Non-Null Value ROW 853: has 28 Null-Value and 0 Non-Null Value ROW 854: has 28 Null-Value and 0 Non-Null Value ROW 855: has 28 Null-Value and 0 Non-Null Value ROW 856: has 28 Null-Value and 0 Non-Null Value ROW 857: has 24 Null-Value and 4 Non-Null Value ROW 858: has 28 Null-Value and 0 Non-Null Value ROW 859: has 28 Null-Value and 0 Non-Null Value ROW 860: has 28 Null-Value and 0 Non-Null Value ROW 861: has 28 Null-Value and 0 Non-Null Value ROW 862: has 28 Null-Value and 0 Non-Null Value ROW 863: has 28 Null-Value and 0 Non-Null Value ROW 864: has 28 Null-Value and 0 Non-Null Value ROW 865: has 28 Null-Value and 0 Non-Null Value ROW 866: has 28 Null-Value and 0 Non-Null Value ROW 867: has 28 Null-Value and 0 Non-Null Value ROW 868: has 28 Null-Value and 0 Non-Null Value ROW 869: has 28 Null-Value and 0 Non-Null Value ROW 870: has 28 Null-Value and 0 Non-Null Value ROW 871: has 28 Null-Value and 0 Non-Null Value ROW 872: has 28 Null-Value and 0 Non-Null Value ROW 873: has 28 Null-Value and 0 Non-Null Value ROW 874: has 28 Null-Value and 0 Non-Null Value ROW 875: has 28 Null-Value and 0 Non-Null Value ROW 876: has 28 Null-Value and 0 Non-Null Value ROW 877: has 28 Null-Value and 0 Non-Null Value ROW 878: has 28 Null-Value and 0 Non-Null Value ROW 879: has 28 Null-Value and 0 Non-Null Value ROW 880: has 28 Null-Value and 0 Non-Null Value ROW 881: has 28 Null-Value and 0 Non-Null Value ROW 882: has 28 Null-Value and 0 Non-Null Value ROW 883: has 28 Null-Value and 0 Non-Null Value ROW 884: has 28 Null-Value and 0 Non-Null Value ROW 885: has 28 Null-Value and 0 Non-Null Value ROW 886: has 28 Null-Value and 0 Non-Null Value ROW 887: has 28 Null-Value and 0 Non-Null Value ROW 888: has 28 Null-Value and 0 Non-Null Value ROW 889: has 28 Null-Value and 0 Non-Null Value ROW 890: has 27 Null-Value and 1 Non-Null Value ROW 891: has 27 Null-Value and 1 Non-Null Value ROW 892: has 28 Null-Value and 0 Non-Null Value ROW 893: has 28 Null-Value and 0 Non-Null Value ROW 894: has 28 Null-Value and 0 Non-Null Value ROW 895: has 28 Null-Value and 0 Non-Null Value ROW 896: has 28 Null-Value and 0 Non-Null Value ROW 897: has 28 Null-Value and 0 Non-Null Value ROW 898: has 28 Null-Value and 0 Non-Null Value ROW 899: has 28 Null-Value and 0 Non-Null Value ROW 900: has 28 Null-Value and 0 Non-Null Value ROW 901: has 28 Null-Value and 0 Non-Null Value ROW 902: has 28 Null-Value and 0 Non-Null Value ROW 903: has 28 Null-Value and 0 Non-Null Value ROW 904: has 28 Null-Value and 0 Non-Null Value ROW 905: has 28 Null-Value and 0 Non-Null Value ROW 906: has 28 Null-Value and 0 Non-Null Value ROW 907: has 28 Null-Value and 0 Non-Null Value ROW 908: has 28 Null-Value and 0 Non-Null Value ROW 909: has 28 Null-Value and 0 Non-Null Value ROW 910: has 28 Null-Value and 0 Non-Null Value ROW 911: has 28 Null-Value and 0 Non-Null Value ROW 912: has 28 Null-Value and 0 Non-Null Value ROW 913: has 28 Null-Value and 0 Non-Null Value ROW 914: has 28 Null-Value and 0 Non-Null Value ROW 915: has 28 Null-Value and 0 Non-Null Value ROW 916: has 28 Null-Value and 0 Non-Null Value ROW 917: has 28 Null-Value and 0 Non-Null Value ROW 918: has 28 Null-Value and 0 Non-Null Value ROW 919: has 28 Null-Value and 0 Non-Null Value ROW 920: has 28 Null-Value and 0 Non-Null Value ROW 921: has 28 Null-Value and 0 Non-Null Value ROW 922: has 28 Null-Value and 0 Non-Null Value ROW 923: has 28 Null-Value and 0 Non-Null Value ROW 924: has 28 Null-Value and 0 Non-Null Value ROW 925: has 27 Null-Value and 1 Non-Null Value ROW 926: has 28 Null-Value and 0 Non-Null Value ROW 927: has 28 Null-Value and 0 Non-Null Value ROW 928: has 28 Null-Value and 0 Non-Null Value ROW 929: has 28 Null-Value and 0 Non-Null Value ROW 930: has 28 Null-Value and 0 Non-Null Value ROW 931: has 28 Null-Value and 0 Non-Null Value ROW 932: has 28 Null-Value and 0 Non-Null Value ROW 933: has 28 Null-Value and 0 Non-Null Value ROW 934: has 28 Null-Value and 0 Non-Null Value ROW 935: has 28 Null-Value and 0 Non-Null Value ROW 936: has 28 Null-Value and 0 Non-Null Value ROW 937: has 28 Null-Value and 0 Non-Null Value ROW 938: has 28 Null-Value and 0 Non-Null Value ROW 939: has 28 Null-Value and 0 Non-Null Value ROW 940: has 28 Null-Value and 0 Non-Null Value ROW 941: has 28 Null-Value and 0 Non-Null Value ROW 942: has 28 Null-Value and 0 Non-Null Value ROW 943: has 28 Null-Value and 0 Non-Null Value ROW 944: has 28 Null-Value and 0 Non-Null Value ROW 945: has 28 Null-Value and 0 Non-Null Value ROW 946: has 28 Null-Value and 0 Non-Null Value ROW 947: has 28 Null-Value and 0 Non-Null Value ROW 948: has 28 Null-Value and 0 Non-Null Value ROW 949: has 27 Null-Value and 1 Non-Null Value ROW 950: has 28 Null-Value and 0 Non-Null Value ROW 951: has 28 Null-Value and 0 Non-Null Value ROW 952: has 27 Null-Value and 1 Non-Null Value ROW 953: has 28 Null-Value and 0 Non-Null Value ROW 954: has 28 Null-Value and 0 Non-Null Value ROW 955: has 28 Null-Value and 0 Non-Null Value ROW 956: has 28 Null-Value and 0 Non-Null Value ROW 957: has 28 Null-Value and 0 Non-Null Value ROW 958: has 28 Null-Value and 0 Non-Null Value ROW 959: has 28 Null-Value and 0 Non-Null Value ROW 960: has 28 Null-Value and 0 Non-Null Value ROW 961: has 28 Null-Value and 0 Non-Null Value ROW 962: has 20 Null-Value and 8 Non-Null Value ROW 963: has 28 Null-Value and 0 Non-Null Value ROW 964: has 28 Null-Value and 0 Non-Null Value ROW 965: has 28 Null-Value and 0 Non-Null Value ROW 966: has 28 Null-Value and 0 Non-Null Value ROW 967: has 28 Null-Value and 0 Non-Null Value ROW 968: has 28 Null-Value and 0 Non-Null Value ROW 969: has 28 Null-Value and 0 Non-Null Value ROW 970: has 28 Null-Value and 0 Non-Null Value ROW 971: has 28 Null-Value and 0 Non-Null Value ROW 972: has 28 Null-Value and 0 Non-Null Value ROW 973: has 28 Null-Value and 0 Non-Null Value ROW 974: has 28 Null-Value and 0 Non-Null Value ROW 975: has 28 Null-Value and 0 Non-Null Value ROW 976: has 28 Null-Value and 0 Non-Null Value ROW 977: has 28 Null-Value and 0 Non-Null Value ROW 978: has 28 Null-Value and 0 Non-Null Value ROW 979: has 28 Null-Value and 0 Non-Null Value ROW 980: has 28 Null-Value and 0 Non-Null Value ROW 981: has 28 Null-Value and 0 Non-Null Value ROW 982: has 28 Null-Value and 0 Non-Null Value ROW 983: has 28 Null-Value and 0 Non-Null Value ROW 984: has 28 Null-Value and 0 Non-Null Value ROW 985: has 28 Null-Value and 0 Non-Null Value ROW 986: has 28 Null-Value and 0 Non-Null Value ROW 987: has 28 Null-Value and 0 Non-Null Value ROW 988: has 28 Null-Value and 0 Non-Null Value ROW 989: has 28 Null-Value and 0 Non-Null Value ROW 990: has 28 Null-Value and 0 Non-Null Value ROW 991: has 28 Null-Value and 0 Non-Null Value ROW 992: has 28 Null-Value and 0 Non-Null Value ROW 993: has 28 Null-Value and 0 Non-Null Value ROW 994: has 22 Null-Value and 6 Non-Null Value ROW 995: has 28 Null-Value and 0 Non-Null Value ROW 996: has 28 Null-Value and 0 Non-Null Value ROW 997: has 28 Null-Value and 0 Non-Null Value ROW 998: has 28 Null-Value and 0 Non-Null Value ROW 999: has 28 Null-Value and 0 Non-Null Value ROW 1000: has 28 Null-Value and 0 Non-Null Value ROW 1001: has 28 Null-Value and 0 Non-Null Value ROW 1002: has 28 Null-Value and 0 Non-Null Value ROW 1003: has 28 Null-Value and 0 Non-Null Value ROW 1004: has 28 Null-Value and 0 Non-Null Value ROW 1005: has 28 Null-Value and 0 Non-Null Value ROW 1006: has 28 Null-Value and 0 Non-Null Value ROW 1007: has 21 Null-Value and 7 Non-Null Value ROW 1008: has 28 Null-Value and 0 Non-Null Value ROW 1009: has 28 Null-Value and 0 Non-Null Value ROW 1010: has 28 Null-Value and 0 Non-Null Value ROW 1011: has 28 Null-Value and 0 Non-Null Value ROW 1012: has 28 Null-Value and 0 Non-Null Value ROW 1013: has 28 Null-Value and 0 Non-Null Value ROW 1014: has 28 Null-Value and 0 Non-Null Value ROW 1015: has 28 Null-Value and 0 Non-Null Value ROW 1016: has 28 Null-Value and 0 Non-Null Value ROW 1017: has 28 Null-Value and 0 Non-Null Value ROW 1018: has 28 Null-Value and 0 Non-Null Value ROW 1019: has 28 Null-Value and 0 Non-Null Value ROW 1020: has 28 Null-Value and 0 Non-Null Value ROW 1021: has 28 Null-Value and 0 Non-Null Value ROW 1022: has 28 Null-Value and 0 Non-Null Value ROW 1023: has 23 Null-Value and 5 Non-Null Value ROW 1024: has 28 Null-Value and 0 Non-Null Value ROW 1025: has 28 Null-Value and 0 Non-Null Value ROW 1026: has 28 Null-Value and 0 Non-Null Value ROW 1027: has 28 Null-Value and 0 Non-Null Value ROW 1028: has 28 Null-Value and 0 Non-Null Value ROW 1029: has 28 Null-Value and 0 Non-Null Value ROW 1030: has 28 Null-Value and 0 Non-Null Value ROW 1031: has 28 Null-Value and 0 Non-Null Value ROW 1032: has 28 Null-Value and 0 Non-Null Value ROW 1033: has 28 Null-Value and 0 Non-Null Value ROW 1034: has 28 Null-Value and 0 Non-Null Value ROW 1035: has 23 Null-Value and 5 Non-Null Value ROW 1036: has 28 Null-Value and 0 Non-Null Value ROW 1037: has 27 Null-Value and 1 Non-Null Value ROW 1038: has 28 Null-Value and 0 Non-Null Value ROW 1039: has 28 Null-Value and 0 Non-Null Value ROW 1040: has 27 Null-Value and 1 Non-Null Value ROW 1041: has 28 Null-Value and 0 Non-Null Value ROW 1042: has 28 Null-Value and 0 Non-Null Value ROW 1043: has 28 Null-Value and 0 Non-Null Value ROW 1044: has 26 Null-Value and 2 Non-Null Value ROW 1045: has 28 Null-Value and 0 Non-Null Value ROW 1046: has 28 Null-Value and 0 Non-Null Value ROW 1047: has 28 Null-Value and 0 Non-Null Value ROW 1048: has 28 Null-Value and 0 Non-Null Value ROW 1049: has 28 Null-Value and 0 Non-Null Value ROW 1050: has 28 Null-Value and 0 Non-Null Value ROW 1051: has 28 Null-Value and 0 Non-Null Value ROW 1052: has 28 Null-Value and 0 Non-Null Value ROW 1053: has 28 Null-Value and 0 Non-Null Value ROW 1054: has 28 Null-Value and 0 Non-Null Value ROW 1055: has 28 Null-Value and 0 Non-Null Value ROW 1056: has 26 Null-Value and 2 Non-Null Value ROW 1057: has 28 Null-Value and 0 Non-Null Value ROW 1058: has 28 Null-Value and 0 Non-Null Value ROW 1059: has 28 Null-Value and 0 Non-Null Value ROW 1060: has 27 Null-Value and 1 Non-Null Value ROW 1061: has 27 Null-Value and 1 Non-Null Value ROW 1062: has 28 Null-Value and 0 Non-Null Value ROW 1063: has 28 Null-Value and 0 Non-Null Value ROW 1064: has 28 Null-Value and 0 Non-Null Value ROW 1065: has 28 Null-Value and 0 Non-Null Value ROW 1066: has 28 Null-Value and 0 Non-Null Value ROW 1067: has 28 Null-Value and 0 Non-Null Value ROW 1068: has 28 Null-Value and 0 Non-Null Value ROW 1069: has 28 Null-Value and 0 Non-Null Value ROW 1070: has 28 Null-Value and 0 Non-Null Value ROW 1071: has 27 Null-Value and 1 Non-Null Value ROW 1072: has 27 Null-Value and 1 Non-Null Value ROW 1073: has 28 Null-Value and 0 Non-Null Value ROW 1074: has 28 Null-Value and 0 Non-Null Value ROW 1075: has 28 Null-Value and 0 Non-Null Value ROW 1076: has 28 Null-Value and 0 Non-Null Value ROW 1077: has 28 Null-Value and 0 Non-Null Value ROW 1078: has 28 Null-Value and 0 Non-Null Value ROW 1079: has 28 Null-Value and 0 Non-Null Value ROW 1080: has 28 Null-Value and 0 Non-Null Value ROW 1081: has 28 Null-Value and 0 Non-Null Value ROW 1082: has 28 Null-Value and 0 Non-Null Value ROW 1083: has 28 Null-Value and 0 Non-Null Value ROW 1084: has 28 Null-Value and 0 Non-Null Value ROW 1085: has 28 Null-Value and 0 Non-Null Value ROW 1086: has 28 Null-Value and 0 Non-Null Value ROW 1087: has 28 Null-Value and 0 Non-Null Value ROW 1088: has 28 Null-Value and 0 Non-Null Value ROW 1089: has 28 Null-Value and 0 Non-Null Value ROW 1090: has 28 Null-Value and 0 Non-Null Value ROW 1091: has 28 Null-Value and 0 Non-Null Value ROW 1092: has 28 Null-Value and 0 Non-Null Value ROW 1093: has 28 Null-Value and 0 Non-Null Value ROW 1094: has 28 Null-Value and 0 Non-Null Value ROW 1095: has 28 Null-Value and 0 Non-Null Value ROW 1096: has 28 Null-Value and 0 Non-Null Value ROW 1097: has 28 Null-Value and 0 Non-Null Value ROW 1098: has 28 Null-Value and 0 Non-Null Value ROW 1099: has 27 Null-Value and 1 Non-Null Value ROW 1100: has 28 Null-Value and 0 Non-Null Value ROW 1101: has 28 Null-Value and 0 Non-Null Value ROW 1102: has 28 Null-Value and 0 Non-Null Value ROW 1103: has 28 Null-Value and 0 Non-Null Value ROW 1104: has 28 Null-Value and 0 Non-Null Value ROW 1105: has 28 Null-Value and 0 Non-Null Value ROW 1106: has 28 Null-Value and 0 Non-Null Value ROW 1107: has 28 Null-Value and 0 Non-Null Value ROW 1108: has 28 Null-Value and 0 Non-Null Value ROW 1109: has 28 Null-Value and 0 Non-Null Value ROW 1110: has 28 Null-Value and 0 Non-Null Value ROW 1111: has 28 Null-Value and 0 Non-Null Value ROW 1112: has 28 Null-Value and 0 Non-Null Value ROW 1113: has 28 Null-Value and 0 Non-Null Value ROW 1114: has 28 Null-Value and 0 Non-Null Value ROW 1115: has 28 Null-Value and 0 Non-Null Value ROW 1116: has 28 Null-Value and 0 Non-Null Value ROW 1117: has 28 Null-Value and 0 Non-Null Value ROW 1118: has 28 Null-Value and 0 Non-Null Value ROW 1119: has 28 Null-Value and 0 Non-Null Value ROW 1120: has 28 Null-Value and 0 Non-Null Value ROW 1121: has 28 Null-Value and 0 Non-Null Value ROW 1122: has 28 Null-Value and 0 Non-Null Value ROW 1123: has 28 Null-Value and 0 Non-Null Value ROW 1124: has 28 Null-Value and 0 Non-Null Value ROW 1125: has 28 Null-Value and 0 Non-Null Value ROW 1126: has 28 Null-Value and 0 Non-Null Value ROW 1127: has 28 Null-Value and 0 Non-Null Value ROW 1128: has 28 Null-Value and 0 Non-Null Value ROW 1129: has 28 Null-Value and 0 Non-Null Value ROW 1130: has 28 Null-Value and 0 Non-Null Value ROW 1131: has 28 Null-Value and 0 Non-Null Value ROW 1132: has 28 Null-Value and 0 Non-Null Value ROW 1133: has 23 Null-Value and 5 Non-Null Value ROW 1134: has 28 Null-Value and 0 Non-Null Value ROW 1135: has 28 Null-Value and 0 Non-Null Value ROW 1136: has 26 Null-Value and 2 Non-Null Value ROW 1137: has 28 Null-Value and 0 Non-Null Value ROW 1138: has 28 Null-Value and 0 Non-Null Value ROW 1139: has 28 Null-Value and 0 Non-Null Value ROW 1140: has 28 Null-Value and 0 Non-Null Value ROW 1141: has 28 Null-Value and 0 Non-Null Value ROW 1142: has 28 Null-Value and 0 Non-Null Value ROW 1143: has 28 Null-Value and 0 Non-Null Value ROW 1144: has 28 Null-Value and 0 Non-Null Value ROW 1145: has 28 Null-Value and 0 Non-Null Value ROW 1146: has 28 Null-Value and 0 Non-Null Value ROW 1147: has 28 Null-Value and 0 Non-Null Value ROW 1148: has 28 Null-Value and 0 Non-Null Value ROW 1149: has 28 Null-Value and 0 Non-Null Value ROW 1150: has 28 Null-Value and 0 Non-Null Value ROW 1151: has 28 Null-Value and 0 Non-Null Value ROW 1152: has 28 Null-Value and 0 Non-Null Value ROW 1153: has 28 Null-Value and 0 Non-Null Value ROW 1154: has 28 Null-Value and 0 Non-Null Value ROW 1155: has 28 Null-Value and 0 Non-Null Value ROW 1156: has 28 Null-Value and 0 Non-Null Value ROW 1157: has 28 Null-Value and 0 Non-Null Value ROW 1158: has 28 Null-Value and 0 Non-Null Value ROW 1159: has 28 Null-Value and 0 Non-Null Value ROW 1160: has 28 Null-Value and 0 Non-Null Value ROW 1161: has 28 Null-Value and 0 Non-Null Value ROW 1162: has 28 Null-Value and 0 Non-Null Value ROW 1163: has 28 Null-Value and 0 Non-Null Value ROW 1164: has 28 Null-Value and 0 Non-Null Value ROW 1165: has 28 Null-Value and 0 Non-Null Value ROW 1166: has 28 Null-Value and 0 Non-Null Value ROW 1167: has 28 Null-Value and 0 Non-Null Value ROW 1168: has 28 Null-Value and 0 Non-Null Value ROW 1169: has 28 Null-Value and 0 Non-Null Value ROW 1170: has 28 Null-Value and 0 Non-Null Value ROW 1171: has 28 Null-Value and 0 Non-Null Value ROW 1172: has 28 Null-Value and 0 Non-Null Value ROW 1173: has 28 Null-Value and 0 Non-Null Value ROW 1174: has 28 Null-Value and 0 Non-Null Value ROW 1175: has 23 Null-Value and 5 Non-Null Value ROW 1176: has 28 Null-Value and 0 Non-Null Value ROW 1177: has 28 Null-Value and 0 Non-Null Value ROW 1178: has 24 Null-Value and 4 Non-Null Value ROW 1179: has 28 Null-Value and 0 Non-Null Value ROW 1180: has 28 Null-Value and 0 Non-Null Value ROW 1181: has 28 Null-Value and 0 Non-Null Value ROW 1182: has 28 Null-Value and 0 Non-Null Value ROW 1183: has 28 Null-Value and 0 Non-Null Value ROW 1184: has 28 Null-Value and 0 Non-Null Value ROW 1185: has 28 Null-Value and 0 Non-Null Value ROW 1186: has 28 Null-Value and 0 Non-Null Value ROW 1187: has 28 Null-Value and 0 Non-Null Value ROW 1188: has 28 Null-Value and 0 Non-Null Value ROW 1189: has 28 Null-Value and 0 Non-Null Value ROW 1190: has 28 Null-Value and 0 Non-Null Value ROW 1191: has 28 Null-Value and 0 Non-Null Value ROW 1192: has 28 Null-Value and 0 Non-Null Value ROW 1193: has 28 Null-Value and 0 Non-Null Value ROW 1194: has 28 Null-Value and 0 Non-Null Value ROW 1195: has 28 Null-Value and 0 Non-Null Value ROW 1196: has 28 Null-Value and 0 Non-Null Value ROW 1197: has 28 Null-Value and 0 Non-Null Value ROW 1198: has 28 Null-Value and 0 Non-Null Value ROW 1199: has 28 Null-Value and 0 Non-Null Value ROW 1200: has 28 Null-Value and 0 Non-Null Value ROW 1201: has 28 Null-Value and 0 Non-Null Value ROW 1202: has 28 Null-Value and 0 Non-Null Value ROW 1203: has 28 Null-Value and 0 Non-Null Value ROW 1204: has 28 Null-Value and 0 Non-Null Value ROW 1205: has 28 Null-Value and 0 Non-Null Value ROW 1206: has 28 Null-Value and 0 Non-Null Value ROW 1207: has 28 Null-Value and 0 Non-Null Value ROW 1208: has 28 Null-Value and 0 Non-Null Value ROW 1209: has 28 Null-Value and 0 Non-Null Value ROW 1210: has 28 Null-Value and 0 Non-Null Value ROW 1211: has 28 Null-Value and 0 Non-Null Value ROW 1212: has 28 Null-Value and 0 Non-Null Value ROW 1213: has 28 Null-Value and 0 Non-Null Value ROW 1214: has 28 Null-Value and 0 Non-Null Value ROW 1215: has 28 Null-Value and 0 Non-Null Value ROW 1216: has 28 Null-Value and 0 Non-Null Value ROW 1217: has 28 Null-Value and 0 Non-Null Value ROW 1218: has 28 Null-Value and 0 Non-Null Value ROW 1219: has 28 Null-Value and 0 Non-Null Value ROW 1220: has 28 Null-Value and 0 Non-Null Value ROW 1221: has 28 Null-Value and 0 Non-Null Value ROW 1222: has 28 Null-Value and 0 Non-Null Value ROW 1223: has 28 Null-Value and 0 Non-Null Value ROW 1224: has 28 Null-Value and 0 Non-Null Value ROW 1225: has 28 Null-Value and 0 Non-Null Value ROW 1226: has 27 Null-Value and 1 Non-Null Value ROW 1227: has 28 Null-Value and 0 Non-Null Value ROW 1228: has 28 Null-Value and 0 Non-Null Value ROW 1229: has 28 Null-Value and 0 Non-Null Value ROW 1230: has 28 Null-Value and 0 Non-Null Value ROW 1231: has 28 Null-Value and 0 Non-Null Value ROW 1232: has 28 Null-Value and 0 Non-Null Value ROW 1233: has 28 Null-Value and 0 Non-Null Value ROW 1234: has 28 Null-Value and 0 Non-Null Value ROW 1235: has 28 Null-Value and 0 Non-Null Value ROW 1236: has 28 Null-Value and 0 Non-Null Value ROW 1237: has 28 Null-Value and 0 Non-Null Value ROW 1238: has 28 Null-Value and 0 Non-Null Value ROW 1239: has 28 Null-Value and 0 Non-Null Value ROW 1240: has 28 Null-Value and 0 Non-Null Value ROW 1241: has 28 Null-Value and 0 Non-Null Value ROW 1242: has 28 Null-Value and 0 Non-Null Value ROW 1243: has 28 Null-Value and 0 Non-Null Value ROW 1244: has 28 Null-Value and 0 Non-Null Value ROW 1245: has 28 Null-Value and 0 Non-Null Value ROW 1246: has 28 Null-Value and 0 Non-Null Value ROW 1247: has 28 Null-Value and 0 Non-Null Value ROW 1248: has 28 Null-Value and 0 Non-Null Value ROW 1249: has 28 Null-Value and 0 Non-Null Value ROW 1250: has 28 Null-Value and 0 Non-Null Value ROW 1251: has 28 Null-Value and 0 Non-Null Value ROW 1252: has 28 Null-Value and 0 Non-Null Value ROW 1253: has 27 Null-Value and 1 Non-Null Value ROW 1254: has 28 Null-Value and 0 Non-Null Value ROW 1255: has 28 Null-Value and 0 Non-Null Value ROW 1256: has 28 Null-Value and 0 Non-Null Value ROW 1257: has 28 Null-Value and 0 Non-Null Value ROW 1258: has 28 Null-Value and 0 Non-Null Value ROW 1259: has 28 Null-Value and 0 Non-Null Value ROW 1260: has 28 Null-Value and 0 Non-Null Value ROW 1261: has 28 Null-Value and 0 Non-Null Value ROW 1262: has 28 Null-Value and 0 Non-Null Value ROW 1263: has 28 Null-Value and 0 Non-Null Value ROW 1264: has 28 Null-Value and 0 Non-Null Value ROW 1265: has 23 Null-Value and 5 Non-Null Value ROW 1266: has 28 Null-Value and 0 Non-Null Value ROW 1267: has 28 Null-Value and 0 Non-Null Value ROW 1268: has 28 Null-Value and 0 Non-Null Value ROW 1269: has 28 Null-Value and 0 Non-Null Value ROW 1270: has 28 Null-Value and 0 Non-Null Value ROW 1271: has 28 Null-Value and 0 Non-Null Value ROW 1272: has 28 Null-Value and 0 Non-Null Value ROW 1273: has 28 Null-Value and 0 Non-Null Value ROW 1274: has 28 Null-Value and 0 Non-Null Value ROW 1275: has 28 Null-Value and 0 Non-Null Value ROW 1276: has 28 Null-Value and 0 Non-Null Value ROW 1277: has 28 Null-Value and 0 Non-Null Value ROW 1278: has 28 Null-Value and 0 Non-Null Value ROW 1279: has 28 Null-Value and 0 Non-Null Value ROW 1280: has 28 Null-Value and 0 Non-Null Value ROW 1281: has 28 Null-Value and 0 Non-Null Value ROW 1282: has 28 Null-Value and 0 Non-Null Value ROW 1283: has 28 Null-Value and 0 Non-Null Value ROW 1284: has 28 Null-Value and 0 Non-Null Value ROW 1285: has 28 Null-Value and 0 Non-Null Value ROW 1286: has 28 Null-Value and 0 Non-Null Value ROW 1287: has 28 Null-Value and 0 Non-Null Value ROW 1288: has 28 Null-Value and 0 Non-Null Value ROW 1289: has 28 Null-Value and 0 Non-Null Value ROW 1290: has 28 Null-Value and 0 Non-Null Value ROW 1291: has 28 Null-Value and 0 Non-Null Value ROW 1292: has 28 Null-Value and 0 Non-Null Value ROW 1293: has 28 Null-Value and 0 Non-Null Value ROW 1294: has 28 Null-Value and 0 Non-Null Value ROW 1295: has 28 Null-Value and 0 Non-Null Value ROW 1296: has 28 Null-Value and 0 Non-Null Value ROW 1297: has 28 Null-Value and 0 Non-Null Value ROW 1298: has 28 Null-Value and 0 Non-Null Value ROW 1299: has 28 Null-Value and 0 Non-Null Value ROW 1300: has 28 Null-Value and 0 Non-Null Value ROW 1301: has 28 Null-Value and 0 Non-Null Value ROW 1302: has 28 Null-Value and 0 Non-Null Value ROW 1303: has 28 Null-Value and 0 Non-Null Value ROW 1304: has 28 Null-Value and 0 Non-Null Value ROW 1305: has 28 Null-Value and 0 Non-Null Value ROW 1306: has 28 Null-Value and 0 Non-Null Value ROW 1307: has 27 Null-Value and 1 Non-Null Value ROW 1308: has 28 Null-Value and 0 Non-Null Value ROW 1309: has 28 Null-Value and 0 Non-Null Value ROW 1310: has 28 Null-Value and 0 Non-Null Value ROW 1311: has 28 Null-Value and 0 Non-Null Value ROW 1312: has 28 Null-Value and 0 Non-Null Value ROW 1313: has 28 Null-Value and 0 Non-Null Value ROW 1314: has 28 Null-Value and 0 Non-Null Value ROW 1315: has 28 Null-Value and 0 Non-Null Value ROW 1316: has 28 Null-Value and 0 Non-Null Value ROW 1317: has 28 Null-Value and 0 Non-Null Value ROW 1318: has 28 Null-Value and 0 Non-Null Value ROW 1319: has 28 Null-Value and 0 Non-Null Value ROW 1320: has 28 Null-Value and 0 Non-Null Value ROW 1321: has 28 Null-Value and 0 Non-Null Value ROW 1322: has 28 Null-Value and 0 Non-Null Value ROW 1323: has 28 Null-Value and 0 Non-Null Value ROW 1324: has 28 Null-Value and 0 Non-Null Value ROW 1325: has 28 Null-Value and 0 Non-Null Value ROW 1326: has 27 Null-Value and 1 Non-Null Value ROW 1327: has 27 Null-Value and 1 Non-Null Value ROW 1328: has 28 Null-Value and 0 Non-Null Value ROW 1329: has 27 Null-Value and 1 Non-Null Value ROW 1330: has 28 Null-Value and 0 Non-Null Value ROW 1331: has 27 Null-Value and 1 Non-Null Value ROW 1332: has 28 Null-Value and 0 Non-Null Value ROW 1333: has 28 Null-Value and 0 Non-Null Value ROW 1334: has 28 Null-Value and 0 Non-Null Value ROW 1335: has 28 Null-Value and 0 Non-Null Value ROW 1336: has 28 Null-Value and 0 Non-Null Value ROW 1337: has 28 Null-Value and 0 Non-Null Value ROW 1338: has 28 Null-Value and 0 Non-Null Value ROW 1339: has 28 Null-Value and 0 Non-Null Value ROW 1340: has 28 Null-Value and 0 Non-Null Value ROW 1341: has 28 Null-Value and 0 Non-Null Value ROW 1342: has 28 Null-Value and 0 Non-Null Value ROW 1343: has 28 Null-Value and 0 Non-Null Value ROW 1344: has 28 Null-Value and 0 Non-Null Value ROW 1345: has 28 Null-Value and 0 Non-Null Value ROW 1346: has 23 Null-Value and 5 Non-Null Value ROW 1347: has 24 Null-Value and 4 Non-Null Value ROW 1348: has 28 Null-Value and 0 Non-Null Value ROW 1349: has 28 Null-Value and 0 Non-Null Value ROW 1350: has 28 Null-Value and 0 Non-Null Value ROW 1351: has 28 Null-Value and 0 Non-Null Value ROW 1352: has 28 Null-Value and 0 Non-Null Value ROW 1353: has 28 Null-Value and 0 Non-Null Value ROW 1354: has 28 Null-Value and 0 Non-Null Value ROW 1355: has 28 Null-Value and 0 Non-Null Value ROW 1356: has 28 Null-Value and 0 Non-Null Value ROW 1357: has 28 Null-Value and 0 Non-Null Value ROW 1358: has 28 Null-Value and 0 Non-Null Value ROW 1359: has 28 Null-Value and 0 Non-Null Value ROW 1360: has 28 Null-Value and 0 Non-Null Value ROW 1361: has 28 Null-Value and 0 Non-Null Value ROW 1362: has 28 Null-Value and 0 Non-Null Value ROW 1363: has 28 Null-Value and 0 Non-Null Value ROW 1364: has 28 Null-Value and 0 Non-Null Value ROW 1365: has 27 Null-Value and 1 Non-Null Value ROW 1366: has 28 Null-Value and 0 Non-Null Value ROW 1367: has 28 Null-Value and 0 Non-Null Value ROW 1368: has 28 Null-Value and 0 Non-Null Value ROW 1369: has 28 Null-Value and 0 Non-Null Value ROW 1370: has 28 Null-Value and 0 Non-Null Value ROW 1371: has 28 Null-Value and 0 Non-Null Value ROW 1372: has 28 Null-Value and 0 Non-Null Value ROW 1373: has 28 Null-Value and 0 Non-Null Value ROW 1374: has 28 Null-Value and 0 Non-Null Value ROW 1375: has 28 Null-Value and 0 Non-Null Value ROW 1376: has 28 Null-Value and 0 Non-Null Value ROW 1377: has 28 Null-Value and 0 Non-Null Value ROW 1378: has 28 Null-Value and 0 Non-Null Value ROW 1379: has 28 Null-Value and 0 Non-Null Value ROW 1380: has 28 Null-Value and 0 Non-Null Value ROW 1381: has 28 Null-Value and 0 Non-Null Value ROW 1382: has 25 Null-Value and 3 Non-Null Value ROW 1383: has 28 Null-Value and 0 Non-Null Value ROW 1384: has 28 Null-Value and 0 Non-Null Value ROW 1385: has 28 Null-Value and 0 Non-Null Value ROW 1386: has 28 Null-Value and 0 Non-Null Value ROW 1387: has 28 Null-Value and 0 Non-Null Value ROW 1388: has 28 Null-Value and 0 Non-Null Value ROW 1389: has 28 Null-Value and 0 Non-Null Value ROW 1390: has 28 Null-Value and 0 Non-Null Value ROW 1391: has 28 Null-Value and 0 Non-Null Value ROW 1392: has 28 Null-Value and 0 Non-Null Value ROW 1393: has 28 Null-Value and 0 Non-Null Value ROW 1394: has 28 Null-Value and 0 Non-Null Value ROW 1395: has 28 Null-Value and 0 Non-Null Value ROW 1396: has 28 Null-Value and 0 Non-Null Value ROW 1397: has 28 Null-Value and 0 Non-Null Value ROW 1398: has 28 Null-Value and 0 Non-Null Value ROW 1399: has 28 Null-Value and 0 Non-Null Value ROW 1400: has 28 Null-Value and 0 Non-Null Value ROW 1401: has 28 Null-Value and 0 Non-Null Value ROW 1402: has 28 Null-Value and 0 Non-Null Value ROW 1403: has 28 Null-Value and 0 Non-Null Value ROW 1404: has 22 Null-Value and 6 Non-Null Value ROW 1405: has 28 Null-Value and 0 Non-Null Value ROW 1406: has 28 Null-Value and 0 Non-Null Value ROW 1407: has 28 Null-Value and 0 Non-Null Value ROW 1408: has 28 Null-Value and 0 Non-Null Value ROW 1409: has 28 Null-Value and 0 Non-Null Value ROW 1410: has 28 Null-Value and 0 Non-Null Value ROW 1411: has 28 Null-Value and 0 Non-Null Value ROW 1412: has 28 Null-Value and 0 Non-Null Value ROW 1413: has 28 Null-Value and 0 Non-Null Value ROW 1414: has 28 Null-Value and 0 Non-Null Value ROW 1415: has 28 Null-Value and 0 Non-Null Value ROW 1416: has 28 Null-Value and 0 Non-Null Value ROW 1417: has 28 Null-Value and 0 Non-Null Value ROW 1418: has 28 Null-Value and 0 Non-Null Value ROW 1419: has 28 Null-Value and 0 Non-Null Value ROW 1420: has 28 Null-Value and 0 Non-Null Value ROW 1421: has 28 Null-Value and 0 Non-Null Value ROW 1422: has 28 Null-Value and 0 Non-Null Value ROW 1423: has 28 Null-Value and 0 Non-Null Value ROW 1424: has 28 Null-Value and 0 Non-Null Value ROW 1425: has 28 Null-Value and 0 Non-Null Value ROW 1426: has 28 Null-Value and 0 Non-Null Value ROW 1427: has 28 Null-Value and 0 Non-Null Value ROW 1428: has 28 Null-Value and 0 Non-Null Value ROW 1429: has 28 Null-Value and 0 Non-Null Value ROW 1430: has 28 Null-Value and 0 Non-Null Value ROW 1431: has 28 Null-Value and 0 Non-Null Value ROW 1432: has 28 Null-Value and 0 Non-Null Value ROW 1433: has 28 Null-Value and 0 Non-Null Value ROW 1434: has 28 Null-Value and 0 Non-Null Value ROW 1435: has 28 Null-Value and 0 Non-Null Value ROW 1436: has 28 Null-Value and 0 Non-Null Value ROW 1437: has 28 Null-Value and 0 Non-Null Value ROW 1438: has 28 Null-Value and 0 Non-Null Value ROW 1439: has 28 Null-Value and 0 Non-Null Value ROW 1440: has 28 Null-Value and 0 Non-Null Value ROW 1441: has 28 Null-Value and 0 Non-Null Value ROW 1442: has 28 Null-Value and 0 Non-Null Value ROW 1443: has 28 Null-Value and 0 Non-Null Value ROW 1444: has 21 Null-Value and 7 Non-Null Value ROW 1445: has 28 Null-Value and 0 Non-Null Value ROW 1446: has 26 Null-Value and 2 Non-Null Value ROW 1447: has 28 Null-Value and 0 Non-Null Value ROW 1448: has 28 Null-Value and 0 Non-Null Value ROW 1449: has 28 Null-Value and 0 Non-Null Value ROW 1450: has 28 Null-Value and 0 Non-Null Value ROW 1451: has 28 Null-Value and 0 Non-Null Value ROW 1452: has 28 Null-Value and 0 Non-Null Value ROW 1453: has 28 Null-Value and 0 Non-Null Value ROW 1454: has 28 Null-Value and 0 Non-Null Value ROW 1455: has 28 Null-Value and 0 Non-Null Value ROW 1456: has 28 Null-Value and 0 Non-Null Value ROW 1457: has 28 Null-Value and 0 Non-Null Value ROW 1458: has 28 Null-Value and 0 Non-Null Value ROW 1459: has 27 Null-Value and 1 Non-Null Value ROW 1460: has 28 Null-Value and 0 Non-Null Value ROW 1461: has 28 Null-Value and 0 Non-Null Value ROW 1462: has 28 Null-Value and 0 Non-Null Value ROW 1463: has 27 Null-Value and 1 Non-Null Value ROW 1464: has 28 Null-Value and 0 Non-Null Value ROW 1465: has 28 Null-Value and 0 Non-Null Value ROW 1466: has 28 Null-Value and 0 Non-Null Value ROW 1467: has 28 Null-Value and 0 Non-Null Value ROW 1468: has 28 Null-Value and 0 Non-Null Value ROW 1469: has 28 Null-Value and 0 Non-Null Value ROW 1470: has 28 Null-Value and 0 Non-Null Value ROW 1471: has 28 Null-Value and 0 Non-Null Value ROW 1472: has 28 Null-Value and 0 Non-Null Value ROW 1473: has 28 Null-Value and 0 Non-Null Value ROW 1474: has 28 Null-Value and 0 Non-Null Value ROW 1475: has 28 Null-Value and 0 Non-Null Value ROW 1476: has 28 Null-Value and 0 Non-Null Value ROW 1477: has 28 Null-Value and 0 Non-Null Value ROW 1478: has 28 Null-Value and 0 Non-Null Value ROW 1479: has 28 Null-Value and 0 Non-Null Value ROW 1480: has 28 Null-Value and 0 Non-Null Value ROW 1481: has 27 Null-Value and 1 Non-Null Value ROW 1482: has 27 Null-Value and 1 Non-Null Value ROW 1483: has 28 Null-Value and 0 Non-Null Value ROW 1484: has 28 Null-Value and 0 Non-Null Value ROW 1485: has 28 Null-Value and 0 Non-Null Value ROW 1486: has 28 Null-Value and 0 Non-Null Value ROW 1487: has 28 Null-Value and 0 Non-Null Value ROW 1488: has 28 Null-Value and 0 Non-Null Value ROW 1489: has 28 Null-Value and 0 Non-Null Value ROW 1490: has 28 Null-Value and 0 Non-Null Value ROW 1491: has 28 Null-Value and 0 Non-Null Value ROW 1492: has 28 Null-Value and 0 Non-Null Value ROW 1493: has 28 Null-Value and 0 Non-Null Value ROW 1494: has 28 Null-Value and 0 Non-Null Value ROW 1495: has 28 Null-Value and 0 Non-Null Value ROW 1496: has 28 Null-Value and 0 Non-Null Value ROW 1497: has 28 Null-Value and 0 Non-Null Value ROW 1498: has 28 Null-Value and 0 Non-Null Value ROW 1499: has 23 Null-Value and 5 Non-Null Value ROW 1500: has 28 Null-Value and 0 Non-Null Value ROW 1501: has 28 Null-Value and 0 Non-Null Value ROW 1502: has 28 Null-Value and 0 Non-Null Value ROW 1503: has 28 Null-Value and 0 Non-Null Value ROW 1504: has 27 Null-Value and 1 Non-Null Value ROW 1505: has 27 Null-Value and 1 Non-Null Value ROW 1506: has 28 Null-Value and 0 Non-Null Value ROW 1507: has 27 Null-Value and 1 Non-Null Value ROW 1508: has 25 Null-Value and 3 Non-Null Value ROW 1509: has 27 Null-Value and 1 Non-Null Value ROW 1510: has 22 Null-Value and 6 Non-Null Value ROW 1511: has 28 Null-Value and 0 Non-Null Value ROW 1512: has 28 Null-Value and 0 Non-Null Value ROW 1513: has 28 Null-Value and 0 Non-Null Value ROW 1514: has 28 Null-Value and 0 Non-Null Value ROW 1515: has 28 Null-Value and 0 Non-Null Value ROW 1516: has 28 Null-Value and 0 Non-Null Value ROW 1517: has 28 Null-Value and 0 Non-Null Value ROW 1518: has 28 Null-Value and 0 Non-Null Value ROW 1519: has 28 Null-Value and 0 Non-Null Value ROW 1520: has 28 Null-Value and 0 Non-Null Value ROW 1521: has 28 Null-Value and 0 Non-Null Value ROW 1522: has 28 Null-Value and 0 Non-Null Value ROW 1523: has 27 Null-Value and 1 Non-Null Value ROW 1524: has 28 Null-Value and 0 Non-Null Value ROW 1525: has 28 Null-Value and 0 Non-Null Value ROW 1526: has 28 Null-Value and 0 Non-Null Value ROW 1527: has 26 Null-Value and 2 Non-Null Value ROW 1528: has 28 Null-Value and 0 Non-Null Value ROW 1529: has 28 Null-Value and 0 Non-Null Value ROW 1530: has 28 Null-Value and 0 Non-Null Value ROW 1531: has 28 Null-Value and 0 Non-Null Value ROW 1532: has 28 Null-Value and 0 Non-Null Value ROW 1533: has 28 Null-Value and 0 Non-Null Value ROW 1534: has 28 Null-Value and 0 Non-Null Value ROW 1535: has 28 Null-Value and 0 Non-Null Value ROW 1536: has 28 Null-Value and 0 Non-Null Value ROW 1537: has 28 Null-Value and 0 Non-Null Value ROW 1538: has 28 Null-Value and 0 Non-Null Value ROW 1539: has 27 Null-Value and 1 Non-Null Value ROW 1540: has 28 Null-Value and 0 Non-Null Value ROW 1541: has 28 Null-Value and 0 Non-Null Value ROW 1542: has 28 Null-Value and 0 Non-Null Value ROW 1543: has 28 Null-Value and 0 Non-Null Value ROW 1544: has 28 Null-Value and 0 Non-Null Value ROW 1545: has 28 Null-Value and 0 Non-Null Value ROW 1546: has 28 Null-Value and 0 Non-Null Value ROW 1547: has 28 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1588: has 28 Null-Value and 0 Non-Null Value ROW 1589: has 28 Null-Value and 0 Non-Null Value ROW 1590: has 28 Null-Value and 0 Non-Null Value ROW 1591: has 28 Null-Value and 0 Non-Null Value ROW 1592: has 28 Null-Value and 0 Non-Null Value ROW 1593: has 28 Null-Value and 0 Non-Null Value ROW 1594: has 28 Null-Value and 0 Non-Null Value ROW 1595: has 28 Null-Value and 0 Non-Null Value ROW 1596: has 28 Null-Value and 0 Non-Null Value ROW 1597: has 28 Null-Value and 0 Non-Null Value ROW 1598: has 28 Null-Value and 0 Non-Null Value ROW 1599: has 28 Null-Value and 0 Non-Null Value ROW 1600: has 28 Null-Value and 0 Non-Null Value ROW 1601: has 28 Null-Value and 0 Non-Null Value ROW 1602: has 28 Null-Value and 0 Non-Null Value ROW 1603: has 28 Null-Value and 0 Non-Null Value ROW 1604: has 28 Null-Value and 0 Non-Null Value ROW 1605: has 28 Null-Value and 0 Non-Null Value ROW 1606: has 28 Null-Value and 0 Non-Null Value ROW 1607: has 28 Null-Value and 0 Non-Null Value ROW 1608: has 28 Null-Value and 0 Non-Null Value ROW 1609: has 28 Null-Value and 0 Non-Null Value ROW 1610: has 28 Null-Value and 0 Non-Null Value ROW 1611: has 28 Null-Value and 0 Non-Null Value ROW 1612: has 28 Null-Value and 0 Non-Null Value ROW 1613: has 28 Null-Value and 0 Non-Null Value ROW 1614: has 28 Null-Value and 0 Non-Null Value ROW 1615: has 28 Null-Value and 0 Non-Null Value ROW 1616: has 28 Null-Value and 0 Non-Null Value ROW 1617: has 28 Null-Value and 0 Non-Null Value ROW 1618: has 28 Null-Value and 0 Non-Null Value ROW 1619: has 28 Null-Value and 0 Non-Null Value ROW 1620: has 23 Null-Value and 5 Non-Null Value ROW 1621: has 28 Null-Value and 0 Non-Null Value ROW 1622: has 28 Null-Value and 0 Non-Null Value ROW 1623: has 28 Null-Value and 0 Non-Null Value ROW 1624: has 28 Null-Value and 0 Non-Null Value ROW 1625: has 28 Null-Value and 0 Non-Null Value ROW 1626: has 28 Null-Value and 0 Non-Null Value ROW 1627: has 28 Null-Value and 0 Non-Null Value ROW 1628: has 28 Null-Value and 0 Non-Null Value ROW 1629: has 28 Null-Value and 0 Non-Null Value ROW 1630: has 28 Null-Value and 0 Non-Null Value ROW 1631: has 28 Null-Value and 0 Non-Null Value ROW 1632: has 28 Null-Value and 0 Non-Null Value ROW 1633: has 28 Null-Value and 0 Non-Null Value ROW 1634: has 28 Null-Value and 0 Non-Null Value ROW 1635: has 28 Null-Value and 0 Non-Null Value ROW 1636: has 28 Null-Value and 0 Non-Null Value ROW 1637: has 27 Null-Value and 1 Non-Null Value ROW 1638: has 28 Null-Value and 0 Non-Null Value ROW 1639: has 28 Null-Value and 0 Non-Null Value ROW 1640: has 28 Null-Value and 0 Non-Null Value ROW 1641: has 27 Null-Value and 1 Non-Null Value ROW 1642: has 28 Null-Value and 0 Non-Null Value ROW 1643: has 27 Null-Value and 1 Non-Null Value ROW 1644: has 28 Null-Value and 0 Non-Null Value ROW 1645: has 28 Null-Value and 0 Non-Null Value ROW 1646: has 28 Null-Value and 0 Non-Null Value ROW 1647: has 28 Null-Value and 0 Non-Null Value ROW 1648: has 28 Null-Value and 0 Non-Null Value ROW 1649: has 28 Null-Value and 0 Non-Null Value ROW 1650: has 28 Null-Value and 0 Non-Null Value ROW 1651: has 28 Null-Value and 0 Non-Null Value ROW 1652: has 28 Null-Value and 0 Non-Null Value ROW 1653: has 28 Null-Value and 0 Non-Null Value ROW 1654: has 28 Null-Value and 0 Non-Null Value ROW 1655: has 28 Null-Value and 0 Non-Null Value ROW 1656: has 28 Null-Value and 0 Non-Null Value ROW 1657: has 28 Null-Value and 0 Non-Null Value ROW 1658: has 28 Null-Value and 0 Non-Null Value ROW 1659: has 23 Null-Value and 5 Non-Null Value ROW 1660: has 28 Null-Value and 0 Non-Null Value ROW 1661: has 28 Null-Value and 0 Non-Null Value ROW 1662: has 28 Null-Value and 0 Non-Null Value ROW 1663: has 28 Null-Value and 0 Non-Null Value ROW 1664: has 23 Null-Value and 5 Non-Null Value ROW 1665: has 28 Null-Value and 0 Non-Null Value ROW 1666: has 28 Null-Value and 0 Non-Null Value ROW 1667: has 28 Null-Value and 0 Non-Null Value ROW 1668: has 28 Null-Value and 0 Non-Null Value ROW 1669: has 27 Null-Value and 1 Non-Null Value ROW 1670: has 28 Null-Value and 0 Non-Null Value ROW 1671: has 28 Null-Value and 0 Non-Null Value ROW 1672: has 28 Null-Value and 0 Non-Null Value ROW 1673: has 28 Null-Value and 0 Non-Null Value ROW 1674: has 28 Null-Value and 0 Non-Null Value ROW 1675: has 28 Null-Value and 0 Non-Null Value ROW 1676: has 28 Null-Value and 0 Non-Null Value ROW 1677: has 28 Null-Value and 0 Non-Null Value ROW 1678: has 28 Null-Value and 0 Non-Null Value ROW 1679: has 28 Null-Value and 0 Non-Null Value ROW 1680: has 28 Null-Value and 0 Non-Null Value ROW 1681: has 28 Null-Value and 0 Non-Null Value ROW 1682: has 28 Null-Value and 0 Non-Null Value ROW 1683: has 28 Null-Value and 0 Non-Null Value ROW 1684: has 28 Null-Value and 0 Non-Null Value ROW 1685: has 28 Null-Value and 0 Non-Null Value ROW 1686: has 28 Null-Value and 0 Non-Null Value ROW 1687: has 28 Null-Value and 0 Non-Null Value ROW 1688: has 28 Null-Value and 0 Non-Null Value ROW 1689: has 28 Null-Value and 0 Non-Null Value ROW 1690: has 28 Null-Value and 0 Non-Null Value ROW 1691: has 28 Null-Value and 0 Non-Null Value ROW 1692: has 28 Null-Value and 0 Non-Null Value ROW 1693: has 28 Null-Value and 0 Non-Null Value ROW 1694: has 28 Null-Value and 0 Non-Null Value ROW 1695: has 28 Null-Value and 0 Non-Null Value ROW 1696: has 28 Null-Value and 0 Non-Null Value ROW 1697: has 28 Null-Value and 0 Non-Null Value ROW 1698: has 28 Null-Value and 0 Non-Null Value ROW 1699: has 28 Null-Value and 0 Non-Null Value ROW 1700: has 28 Null-Value and 0 Non-Null Value ROW 1701: has 28 Null-Value and 0 Non-Null Value ROW 1702: has 28 Null-Value and 0 Non-Null Value ROW 1703: has 28 Null-Value and 0 Non-Null Value ROW 1704: has 28 Null-Value and 0 Non-Null Value ROW 1705: has 28 Null-Value and 0 Non-Null Value ROW 1706: has 28 Null-Value and 0 Non-Null Value ROW 1707: has 28 Null-Value and 0 Non-Null Value ROW 1708: has 28 Null-Value and 0 Non-Null Value ROW 1709: has 27 Null-Value and 1 Non-Null Value ROW 1710: has 22 Null-Value and 6 Non-Null Value ROW 1711: has 28 Null-Value and 0 Non-Null Value ROW 1712: has 28 Null-Value and 0 Non-Null Value ROW 1713: has 28 Null-Value and 0 Non-Null Value ROW 1714: has 28 Null-Value and 0 Non-Null Value ROW 1715: has 28 Null-Value and 0 Non-Null Value ROW 1716: has 28 Null-Value and 0 Non-Null Value ROW 1717: has 28 Null-Value and 0 Non-Null Value ROW 1718: has 27 Null-Value and 1 Non-Null Value ROW 1719: has 28 Null-Value and 0 Non-Null Value ROW 1720: has 28 Null-Value and 0 Non-Null Value ROW 1721: has 28 Null-Value and 0 Non-Null Value ROW 1722: has 28 Null-Value and 0 Non-Null Value ROW 1723: has 28 Null-Value and 0 Non-Null Value ROW 1724: has 25 Null-Value and 3 Non-Null Value ROW 1725: has 27 Null-Value and 1 Non-Null Value ROW 1726: has 28 Null-Value and 0 Non-Null Value ROW 1727: has 26 Null-Value and 2 Non-Null Value ROW 1728: has 27 Null-Value and 1 Non-Null Value ROW 1729: has 27 Null-Value and 1 Non-Null Value ROW 1730: has 26 Null-Value and 2 Non-Null Value ROW 1731: has 25 Null-Value and 3 Non-Null Value ROW 1732: has 27 Null-Value and 1 Non-Null Value ROW 1733: has 27 Null-Value and 1 Non-Null Value ROW 1734: has 28 Null-Value and 0 Non-Null Value ROW 1735: has 28 Null-Value and 0 Non-Null Value ROW 1736: has 23 Null-Value and 5 Non-Null Value ROW 1737: has 28 Null-Value and 0 Non-Null Value ROW 1738: has 28 Null-Value and 0 Non-Null Value ROW 1739: has 28 Null-Value and 0 Non-Null Value ROW 1740: has 27 Null-Value and 1 Non-Null Value ROW 1741: has 28 Null-Value and 0 Non-Null Value ROW 1742: has 28 Null-Value and 0 Non-Null Value ROW 1743: has 28 Null-Value and 0 Non-Null Value ROW 1744: has 28 Null-Value and 0 Non-Null Value ROW 1745: has 28 Null-Value and 0 Non-Null Value ROW 1746: has 28 Null-Value and 0 Non-Null Value ROW 1747: has 28 Null-Value and 0 Non-Null Value ROW 1748: has 28 Null-Value and 0 Non-Null Value ROW 1749: has 28 Null-Value and 0 Non-Null Value ROW 1750: has 28 Null-Value and 0 Non-Null Value ROW 1751: has 28 Null-Value and 0 Non-Null Value ROW 1752: has 27 Null-Value and 1 Non-Null Value ROW 1753: has 28 Null-Value and 0 Non-Null Value ROW 1754: has 28 Null-Value and 0 Non-Null Value ROW 1755: has 28 Null-Value and 0 Non-Null Value ROW 1756: has 28 Null-Value and 0 Non-Null Value ROW 1757: has 28 Null-Value and 0 Non-Null Value ROW 1758: has 28 Null-Value and 0 Non-Null Value ROW 1759: has 28 Null-Value and 0 Non-Null Value ROW 1760: has 28 Null-Value and 0 Non-Null Value ROW 1761: has 27 Null-Value and 1 Non-Null Value ROW 1762: has 28 Null-Value and 0 Non-Null Value ROW 1763: has 28 Null-Value and 0 Non-Null Value ROW 1764: has 28 Null-Value and 0 Non-Null Value ROW 1765: has 28 Null-Value and 0 Non-Null Value ROW 1766: has 28 Null-Value and 0 Non-Null Value ROW 1767: has 28 Null-Value and 0 Non-Null Value ROW 1768: has 28 Null-Value and 0 Non-Null Value ROW 1769: has 28 Null-Value and 0 Non-Null Value ROW 1770: has 28 Null-Value and 0 Non-Null Value ROW 1771: has 28 Null-Value and 0 Non-Null Value ROW 1772: has 28 Null-Value and 0 Non-Null Value ROW 1773: has 28 Null-Value and 0 Non-Null Value ROW 1774: has 28 Null-Value and 0 Non-Null Value ROW 1775: has 28 Null-Value and 0 Non-Null Value ROW 1776: has 28 Null-Value and 0 Non-Null Value ROW 1777: has 28 Null-Value and 0 Non-Null Value ROW 1778: has 28 Null-Value and 0 Non-Null Value ROW 1779: has 28 Null-Value and 0 Non-Null Value ROW 1780: has 28 Null-Value and 0 Non-Null Value ROW 1781: has 28 Null-Value and 0 Non-Null Value ROW 1782: has 26 Null-Value and 2 Non-Null Value ROW 1783: has 28 Null-Value and 0 Non-Null Value ROW 1784: has 28 Null-Value and 0 Non-Null Value ROW 1785: has 28 Null-Value and 0 Non-Null Value ROW 1786: has 28 Null-Value and 0 Non-Null Value ROW 1787: has 28 Null-Value and 0 Non-Null Value ROW 1788: has 28 Null-Value and 0 Non-Null Value ROW 1789: has 28 Null-Value and 0 Non-Null Value ROW 1790: has 28 Null-Value and 0 Non-Null Value ROW 1791: has 28 Null-Value and 0 Non-Null Value ROW 1792: has 28 Null-Value and 0 Non-Null Value ROW 1793: has 26 Null-Value and 2 Non-Null Value ROW 1794: has 28 Null-Value and 0 Non-Null Value ROW 1795: has 28 Null-Value and 0 Non-Null Value ROW 1796: has 28 Null-Value and 0 Non-Null Value ROW 1797: has 28 Null-Value and 0 Non-Null Value ROW 1798: has 28 Null-Value and 0 Non-Null Value ROW 1799: has 28 Null-Value and 0 Non-Null Value ROW 1800: has 28 Null-Value and 0 Non-Null Value ROW 1801: has 28 Null-Value and 0 Non-Null Value ROW 1802: has 23 Null-Value and 5 Non-Null Value ROW 1803: has 28 Null-Value and 0 Non-Null Value ROW 1804: has 28 Null-Value and 0 Non-Null Value ROW 1805: has 28 Null-Value and 0 Non-Null Value ROW 1806: has 28 Null-Value and 0 Non-Null Value ROW 1807: has 28 Null-Value and 0 Non-Null Value ROW 1808: has 27 Null-Value and 1 Non-Null Value ROW 1809: has 28 Null-Value and 0 Non-Null Value ROW 1810: has 28 Null-Value and 0 Non-Null Value ROW 1811: has 28 Null-Value and 0 Non-Null Value ROW 1812: has 28 Null-Value and 0 Non-Null Value ROW 1813: has 28 Null-Value and 0 Non-Null Value ROW 1814: has 28 Null-Value and 0 Non-Null Value ROW 1815: has 27 Null-Value and 1 Non-Null Value ROW 1816: has 28 Null-Value and 0 Non-Null Value ROW 1817: has 28 Null-Value and 0 Non-Null Value ROW 1818: has 22 Null-Value and 6 Non-Null Value ROW 1819: has 27 Null-Value and 1 Non-Null Value ROW 1820: has 28 Null-Value and 0 Non-Null Value ROW 1821: has 28 Null-Value and 0 Non-Null Value ROW 1822: has 28 Null-Value and 0 Non-Null Value ROW 1823: has 28 Null-Value and 0 Non-Null Value ROW 1824: has 28 Null-Value and 0 Non-Null Value ROW 1825: has 28 Null-Value and 0 Non-Null Value ROW 1826: has 28 Null-Value and 0 Non-Null Value ROW 1827: has 28 Null-Value and 0 Non-Null Value ROW 1828: has 28 Null-Value and 0 Non-Null Value ROW 1829: has 28 Null-Value and 0 Non-Null Value ROW 1830: has 28 Null-Value and 0 Non-Null Value ROW 1831: has 26 Null-Value and 2 Non-Null Value ROW 1832: has 28 Null-Value and 0 Non-Null Value ROW 1833: has 28 Null-Value and 0 Non-Null Value ROW 1834: has 28 Null-Value and 0 Non-Null Value ROW 1835: has 28 Null-Value and 0 Non-Null Value ROW 1836: has 28 Null-Value and 0 Non-Null Value ROW 1837: has 28 Null-Value and 0 Non-Null Value ROW 1838: has 28 Null-Value and 0 Non-Null Value ROW 1839: has 28 Null-Value and 0 Non-Null Value ROW 1840: has 28 Null-Value and 0 Non-Null Value ROW 1841: has 28 Null-Value and 0 Non-Null Value ROW 1842: has 23 Null-Value and 5 Non-Null Value ROW 1843: has 28 Null-Value and 0 Non-Null Value ROW 1844: has 28 Null-Value and 0 Non-Null Value ROW 1845: has 28 Null-Value and 0 Non-Null Value ROW 1846: has 28 Null-Value and 0 Non-Null Value ROW 1847: has 28 Null-Value and 0 Non-Null Value ROW 1848: has 28 Null-Value and 0 Non-Null Value ROW 1849: has 28 Null-Value and 0 Non-Null Value ROW 1850: has 28 Null-Value and 0 Non-Null Value ROW 1851: has 28 Null-Value and 0 Non-Null Value ROW 1852: has 28 Null-Value and 0 Non-Null Value ROW 1853: has 28 Null-Value and 0 Non-Null Value ROW 1854: has 28 Null-Value and 0 Non-Null Value ROW 1855: has 28 Null-Value and 0 Non-Null Value ROW 1856: has 28 Null-Value and 0 Non-Null Value ROW 1857: has 28 Null-Value and 0 Non-Null Value ROW 1858: has 28 Null-Value and 0 Non-Null Value ROW 1859: has 28 Null-Value and 0 Non-Null Value ROW 1860: has 27 Null-Value and 1 Non-Null Value ROW 1861: has 28 Null-Value and 0 Non-Null Value ROW 1862: has 27 Null-Value and 1 Non-Null Value ROW 1863: has 28 Null-Value and 0 Non-Null Value ROW 1864: has 28 Null-Value and 0 Non-Null Value ROW 1865: has 28 Null-Value and 0 Non-Null Value ROW 1866: has 28 Null-Value and 0 Non-Null Value ROW 1867: has 28 Null-Value and 0 Non-Null Value ROW 1868: has 28 Null-Value and 0 Non-Null Value ROW 1869: has 28 Null-Value and 0 Non-Null Value ROW 1870: has 28 Null-Value and 0 Non-Null Value ROW 1871: has 28 Null-Value and 0 Non-Null Value ROW 1872: has 28 Null-Value and 0 Non-Null Value ROW 1873: has 28 Null-Value and 0 Non-Null Value ROW 1874: has 28 Null-Value and 0 Non-Null Value ROW 1875: has 28 Null-Value and 0 Non-Null Value ROW 1876: has 28 Null-Value and 0 Non-Null Value ROW 1877: has 28 Null-Value and 0 Non-Null Value ROW 1878: has 26 Null-Value and 2 Non-Null Value ROW 1879: has 28 Null-Value and 0 Non-Null Value ROW 1880: has 25 Null-Value and 3 Non-Null Value ROW 1881: has 28 Null-Value and 0 Non-Null Value ROW 1882: has 28 Null-Value and 0 Non-Null Value ROW 1883: has 28 Null-Value and 0 Non-Null Value ROW 1884: has 28 Null-Value and 0 Non-Null Value ROW 1885: has 28 Null-Value and 0 Non-Null Value ROW 1886: has 28 Null-Value and 0 Non-Null Value ROW 1887: has 28 Null-Value and 0 Non-Null Value ROW 1888: has 28 Null-Value and 0 Non-Null Value ROW 1889: has 28 Null-Value and 0 Non-Null Value ROW 1890: has 28 Null-Value and 0 Non-Null Value ROW 1891: has 28 Null-Value and 0 Non-Null Value ROW 1892: has 28 Null-Value and 0 Non-Null Value ROW 1893: has 28 Null-Value and 0 Non-Null Value ROW 1894: has 27 Null-Value and 1 Non-Null Value ROW 1895: has 28 Null-Value and 0 Non-Null Value ROW 1896: has 28 Null-Value and 0 Non-Null Value ROW 1897: has 28 Null-Value and 0 Non-Null Value ROW 1898: has 28 Null-Value and 0 Non-Null Value ROW 1899: has 28 Null-Value and 0 Non-Null Value ROW 1900: has 28 Null-Value and 0 Non-Null Value ROW 1901: has 28 Null-Value and 0 Non-Null Value ROW 1902: has 28 Null-Value and 0 Non-Null Value ROW 1903: has 28 Null-Value and 0 Non-Null Value ROW 1904: has 28 Null-Value and 0 Non-Null Value ROW 1905: has 28 Null-Value and 0 Non-Null Value ROW 1906: has 28 Null-Value and 0 Non-Null Value ROW 1907: has 28 Null-Value and 0 Non-Null Value ROW 1908: has 28 Null-Value and 0 Non-Null Value ROW 1909: has 28 Null-Value and 0 Non-Null Value ROW 1910: has 28 Null-Value and 0 Non-Null Value ROW 1911: has 28 Null-Value and 0 Non-Null Value ROW 1912: has 28 Null-Value and 0 Non-Null Value ROW 1913: has 28 Null-Value and 0 Non-Null Value ROW 1914: has 28 Null-Value and 0 Non-Null Value ROW 1915: has 28 Null-Value and 0 Non-Null Value ROW 1916: has 28 Null-Value and 0 Non-Null Value ROW 1917: has 28 Null-Value and 0 Non-Null Value ROW 1918: has 27 Null-Value and 1 Non-Null Value ROW 1919: has 28 Null-Value and 0 Non-Null Value ROW 1920: has 28 Null-Value and 0 Non-Null Value ROW 1921: has 28 Null-Value and 0 Non-Null Value ROW 1922: has 28 Null-Value and 0 Non-Null Value ROW 1923: has 28 Null-Value and 0 Non-Null Value ROW 1924: has 28 Null-Value and 0 Non-Null Value ROW 1925: has 28 Null-Value and 0 Non-Null Value ROW 1926: has 28 Null-Value and 0 Non-Null Value ROW 1927: has 28 Null-Value and 0 Non-Null Value ROW 1928: has 28 Null-Value and 0 Non-Null Value ROW 1929: has 28 Null-Value and 0 Non-Null Value ROW 1930: has 28 Null-Value and 0 Non-Null Value ROW 1931: has 28 Null-Value and 0 Non-Null Value ROW 1932: has 28 Null-Value and 0 Non-Null Value ROW 1933: has 28 Null-Value and 0 Non-Null Value ROW 1934: has 28 Null-Value and 0 Non-Null Value ROW 1935: has 27 Null-Value and 1 Non-Null Value ROW 1936: has 28 Null-Value and 0 Non-Null Value ROW 1937: has 28 Null-Value and 0 Non-Null Value ROW 1938: has 28 Null-Value and 0 Non-Null Value ROW 1939: has 28 Null-Value and 0 Non-Null Value ROW 1940: has 28 Null-Value and 0 Non-Null Value ROW 1941: has 28 Null-Value and 0 Non-Null Value ROW 1942: has 27 Null-Value and 1 Non-Null Value ROW 1943: has 28 Null-Value and 0 Non-Null Value ROW 1944: has 28 Null-Value and 0 Non-Null Value ROW 1945: has 28 Null-Value and 0 Non-Null Value ROW 1946: has 28 Null-Value and 0 Non-Null Value ROW 1947: has 22 Null-Value and 6 Non-Null Value ROW 1948: has 26 Null-Value and 2 Non-Null Value ROW 1949: has 28 Null-Value and 0 Non-Null Value ROW 1950: has 28 Null-Value and 0 Non-Null Value ROW 1951: has 28 Null-Value and 0 Non-Null Value ROW 1952: has 28 Null-Value and 0 Non-Null Value ROW 1953: has 28 Null-Value and 0 Non-Null Value ROW 1954: has 28 Null-Value and 0 Non-Null Value ROW 1955: has 28 Null-Value and 0 Non-Null Value ROW 1956: has 28 Null-Value and 0 Non-Null Value ROW 1957: has 28 Null-Value and 0 Non-Null Value ROW 1958: has 27 Null-Value and 1 Non-Null Value ROW 1959: has 28 Null-Value and 0 Non-Null Value ROW 1960: has 28 Null-Value and 0 Non-Null Value ROW 1961: has 28 Null-Value and 0 Non-Null Value ROW 1962: has 28 Null-Value and 0 Non-Null Value ROW 1963: has 28 Null-Value and 0 Non-Null Value ROW 1964: has 28 Null-Value and 0 Non-Null Value ROW 1965: has 28 Null-Value and 0 Non-Null Value ROW 1966: has 28 Null-Value and 0 Non-Null Value ROW 1967: has 27 Null-Value and 1 Non-Null Value ROW 1968: has 28 Null-Value and 0 Non-Null Value ROW 1969: has 28 Null-Value and 0 Non-Null Value ROW 1970: has 28 Null-Value and 0 Non-Null Value ROW 1971: has 27 Null-Value and 1 Non-Null Value ROW 1972: has 23 Null-Value and 5 Non-Null Value ROW 1973: has 28 Null-Value and 0 Non-Null Value ROW 1974: has 28 Null-Value and 0 Non-Null Value ROW 1975: has 28 Null-Value and 0 Non-Null Value ROW 1976: has 28 Null-Value and 0 Non-Null Value ROW 1977: has 26 Null-Value and 2 Non-Null Value ROW 1978: has 28 Null-Value and 0 Non-Null Value ROW 1979: has 28 Null-Value and 0 Non-Null Value ROW 1980: has 28 Null-Value and 0 Non-Null Value ROW 1981: has 28 Null-Value and 0 Non-Null Value ROW 1982: has 28 Null-Value and 0 Non-Null Value ROW 1983: has 28 Null-Value and 0 Non-Null Value ROW 1984: has 28 Null-Value and 0 Non-Null Value ROW 1985: has 28 Null-Value and 0 Non-Null Value ROW 1986: has 28 Null-Value and 0 Non-Null Value ROW 1987: has 28 Null-Value and 0 Non-Null Value ROW 1988: has 28 Null-Value and 0 Non-Null Value ROW 1989: has 28 Null-Value and 0 Non-Null Value ROW 1990: has 27 Null-Value and 1 Non-Null Value ROW 1991: has 28 Null-Value and 0 Non-Null Value ROW 1992: has 28 Null-Value and 0 Non-Null Value ROW 1993: has 28 Null-Value and 0 Non-Null Value ROW 1994: has 28 Null-Value and 0 Non-Null Value ROW 1995: has 28 Null-Value and 0 Non-Null Value ROW 1996: has 28 Null-Value and 0 Non-Null Value ROW 1997: has 28 Null-Value and 0 Non-Null Value ROW 1998: has 28 Null-Value and 0 Non-Null Value ROW 1999: has 27 Null-Value and 1 Non-Null Value ROW 2000: has 28 Null-Value and 0 Non-Null Value ROW 2001: has 26 Null-Value and 2 Non-Null Value ROW 2002: has 28 Null-Value and 0 Non-Null Value ROW 2003: has 28 Null-Value and 0 Non-Null Value ROW 2004: has 28 Null-Value and 0 Non-Null Value ROW 2005: has 28 Null-Value and 0 Non-Null Value ROW 2006: has 26 Null-Value and 2 Non-Null Value ROW 2007: has 28 Null-Value and 0 Non-Null Value ROW 2008: has 28 Null-Value and 0 Non-Null Value ROW 2009: has 26 Null-Value and 2 Non-Null Value ROW 2010: has 26 Null-Value and 2 Non-Null Value ROW 2011: has 28 Null-Value and 0 Non-Null Value ROW 2012: has 27 Null-Value and 1 Non-Null Value ROW 2013: has 27 Null-Value and 1 Non-Null Value ROW 2014: has 27 Null-Value and 1 Non-Null Value ROW 2015: has 25 Null-Value and 3 Non-Null Value ROW 2016: has 28 Null-Value and 0 Non-Null Value ROW 2017: has 28 Null-Value and 0 Non-Null Value ROW 2018: has 28 Null-Value and 0 Non-Null Value ROW 2019: has 28 Null-Value and 0 Non-Null Value ROW 2020: has 28 Null-Value and 0 Non-Null Value ROW 2021: has 28 Null-Value and 0 Non-Null Value ROW 2022: has 28 Null-Value and 0 Non-Null Value ROW 2023: has 28 Null-Value and 0 Non-Null Value ROW 2024: has 28 Null-Value and 0 Non-Null Value ROW 2025: has 28 Null-Value and 0 Non-Null Value ROW 2026: has 28 Null-Value and 0 Non-Null Value ROW 2027: has 28 Null-Value and 0 Non-Null Value ROW 2028: has 28 Null-Value and 0 Non-Null Value ROW 2029: has 28 Null-Value and 0 Non-Null Value ROW 2030: has 28 Null-Value and 0 Non-Null Value ROW 2031: has 28 Null-Value and 0 Non-Null Value ROW 2032: has 28 Null-Value and 0 Non-Null Value ROW 2033: has 28 Null-Value and 0 Non-Null Value ROW 2034: has 28 Null-Value and 0 Non-Null Value ROW 2035: has 28 Null-Value and 0 Non-Null Value ROW 2036: has 28 Null-Value and 0 Non-Null Value ROW 2037: has 28 Null-Value and 0 Non-Null Value ROW 2038: has 28 Null-Value and 0 Non-Null Value ROW 2039: has 28 Null-Value and 0 Non-Null Value ROW 2040: has 28 Null-Value and 0 Non-Null Value ROW 2041: has 28 Null-Value and 0 Non-Null Value ROW 2042: has 28 Null-Value and 0 Non-Null Value ROW 2043: has 27 Null-Value and 1 Non-Null Value ROW 2044: has 28 Null-Value and 0 Non-Null Value ROW 2045: has 28 Null-Value and 0 Non-Null Value ROW 2046: has 28 Null-Value and 0 Non-Null Value ROW 2047: has 28 Null-Value and 0 Non-Null Value ROW 2048: has 28 Null-Value and 0 Non-Null Value ROW 2049: has 28 Null-Value and 0 Non-Null Value ROW 2050: has 28 Null-Value and 0 Non-Null Value ROW 2051: has 28 Null-Value and 0 Non-Null Value ROW 2052: has 28 Null-Value and 0 Non-Null Value ROW 2053: has 28 Null-Value and 0 Non-Null Value ROW 2054: has 28 Null-Value and 0 Non-Null Value ROW 2055: has 28 Null-Value and 0 Non-Null Value ROW 2056: has 28 Null-Value and 0 Non-Null Value ROW 2057: has 28 Null-Value and 0 Non-Null Value ROW 2058: has 28 Null-Value and 0 Non-Null Value ROW 2059: has 28 Null-Value and 0 Non-Null Value ROW 2060: has 28 Null-Value and 0 Non-Null Value ROW 2061: has 28 Null-Value and 0 Non-Null Value ROW 2062: has 28 Null-Value and 0 Non-Null Value ROW 2063: has 28 Null-Value and 0 Non-Null Value ROW 2064: has 28 Null-Value and 0 Non-Null Value ROW 2065: has 28 Null-Value and 0 Non-Null Value ROW 2066: has 28 Null-Value and 0 Non-Null Value ROW 2067: has 28 Null-Value and 0 Non-Null Value ROW 2068: has 28 Null-Value and 0 Non-Null Value ROW 2069: has 28 Null-Value and 0 Non-Null Value ROW 2070: has 28 Null-Value and 0 Non-Null Value ROW 2071: has 27 Null-Value and 1 Non-Null Value ROW 2072: has 28 Null-Value and 0 Non-Null Value ROW 2073: has 26 Null-Value and 2 Non-Null Value ROW 2074: has 28 Null-Value and 0 Non-Null Value ROW 2075: has 21 Null-Value and 7 Non-Null Value ROW 2076: has 28 Null-Value and 0 Non-Null Value ROW 2077: has 26 Null-Value and 2 Non-Null Value ROW 2078: has 28 Null-Value and 0 Non-Null Value ROW 2079: has 28 Null-Value and 0 Non-Null Value ROW 2080: has 28 Null-Value and 0 Non-Null Value ROW 2081: has 28 Null-Value and 0 Non-Null Value ROW 2082: has 28 Null-Value and 0 Non-Null Value ROW 2083: has 28 Null-Value and 0 Non-Null Value ROW 2084: has 28 Null-Value and 0 Non-Null Value ROW 2085: has 28 Null-Value and 0 Non-Null Value ROW 2086: has 28 Null-Value and 0 Non-Null Value ROW 2087: has 28 Null-Value and 0 Non-Null Value ROW 2088: has 27 Null-Value and 1 Non-Null Value ROW 2089: has 28 Null-Value and 0 Non-Null Value ROW 2090: has 28 Null-Value and 0 Non-Null Value ROW 2091: has 28 Null-Value and 0 Non-Null Value ROW 2092: has 28 Null-Value and 0 Non-Null Value ROW 2093: has 28 Null-Value and 0 Non-Null Value ROW 2094: has 28 Null-Value and 0 Non-Null Value ROW 2095: has 28 Null-Value and 0 Non-Null Value ROW 2096: has 28 Null-Value and 0 Non-Null Value ROW 2097: has 28 Null-Value and 0 Non-Null Value ROW 2098: has 28 Null-Value and 0 Non-Null Value ROW 2099: has 28 Null-Value and 0 Non-Null Value ROW 2100: has 27 Null-Value and 1 Non-Null Value ROW 2101: has 28 Null-Value and 0 Non-Null Value ROW 2102: has 28 Null-Value and 0 Non-Null Value ROW 2103: has 28 Null-Value and 0 Non-Null Value ROW 2104: has 28 Null-Value and 0 Non-Null Value ROW 2105: has 28 Null-Value and 0 Non-Null Value ROW 2106: has 28 Null-Value and 0 Non-Null Value ROW 2107: has 28 Null-Value and 0 Non-Null Value ROW 2108: has 28 Null-Value and 0 Non-Null Value ROW 2109: has 28 Null-Value and 0 Non-Null Value ROW 2110: has 28 Null-Value and 0 Non-Null Value ROW 2111: has 28 Null-Value and 0 Non-Null Value ROW 2112: has 28 Null-Value and 0 Non-Null Value ROW 2113: has 28 Null-Value and 0 Non-Null Value ROW 2114: has 28 Null-Value and 0 Non-Null Value ROW 2115: has 28 Null-Value and 0 Non-Null Value ROW 2116: has 28 Null-Value and 0 Non-Null Value ROW 2117: has 27 Null-Value and 1 Non-Null Value ROW 2118: has 28 Null-Value and 0 Non-Null Value ROW 2119: has 28 Null-Value and 0 Non-Null Value ROW 2120: has 28 Null-Value and 0 Non-Null Value ROW 2121: has 28 Null-Value and 0 Non-Null Value ROW 2122: has 28 Null-Value and 0 Non-Null Value ROW 2123: has 27 Null-Value and 1 Non-Null Value ROW 2124: has 28 Null-Value and 0 Non-Null Value ROW 2125: has 28 Null-Value and 0 Non-Null Value ROW 2126: has 28 Null-Value and 0 Non-Null Value ROW 2127: has 28 Null-Value and 0 Non-Null Value ROW 2128: has 28 Null-Value and 0 Non-Null Value ROW 2129: has 28 Null-Value and 0 Non-Null Value ROW 2130: has 27 Null-Value and 1 Non-Null Value ROW 2131: has 28 Null-Value and 0 Non-Null Value ROW 2132: has 28 Null-Value and 0 Non-Null Value ROW 2133: has 28 Null-Value and 0 Non-Null Value ROW 2134: has 28 Null-Value and 0 Non-Null Value ROW 2135: has 28 Null-Value and 0 Non-Null Value ROW 2136: has 28 Null-Value and 0 Non-Null Value ROW 2137: has 28 Null-Value and 0 Non-Null Value ROW 2138: has 28 Null-Value and 0 Non-Null Value ROW 2139: has 27 Null-Value and 1 Non-Null Value ROW 2140: has 28 Null-Value and 0 Non-Null Value ROW 2141: has 28 Null-Value and 0 Non-Null Value ROW 2142: has 28 Null-Value and 0 Non-Null Value ROW 2143: has 18 Null-Value and 10 Non-Null Value ROW 2144: has 28 Null-Value and 0 Non-Null Value ROW 2145: has 28 Null-Value and 0 Non-Null Value ROW 2146: has 28 Null-Value and 0 Non-Null Value ROW 2147: has 28 Null-Value and 0 Non-Null Value ROW 2148: has 28 Null-Value and 0 Non-Null Value ROW 2149: has 28 Null-Value and 0 Non-Null Value ROW 2150: has 28 Null-Value and 0 Non-Null Value ROW 2151: has 28 Null-Value and 0 Non-Null Value ROW 2152: has 28 Null-Value and 0 Non-Null Value ROW 2153: has 28 Null-Value and 0 Non-Null Value ROW 2154: has 28 Null-Value and 0 Non-Null Value ROW 2155: has 28 Null-Value and 0 Non-Null Value ROW 2156: has 28 Null-Value and 0 Non-Null Value ROW 2157: has 28 Null-Value and 0 Non-Null Value ROW 2158: has 28 Null-Value and 0 Non-Null Value ROW 2159: has 28 Null-Value and 0 Non-Null Value ROW 2160: has 28 Null-Value and 0 Non-Null Value ROW 2161: has 28 Null-Value and 0 Non-Null Value ROW 2162: has 28 Null-Value and 0 Non-Null Value ROW 2163: has 28 Null-Value and 0 Non-Null Value ROW 2164: has 28 Null-Value and 0 Non-Null Value ROW 2165: has 28 Null-Value and 0 Non-Null Value ROW 2166: has 28 Null-Value and 0 Non-Null Value ROW 2167: has 28 Null-Value and 0 Non-Null Value ROW 2168: has 28 Null-Value and 0 Non-Null Value ROW 2169: has 28 Null-Value and 0 Non-Null Value ROW 2170: has 28 Null-Value and 0 Non-Null Value ROW 2171: has 28 Null-Value and 0 Non-Null Value ROW 2172: has 28 Null-Value and 0 Non-Null Value ROW 2173: has 28 Null-Value and 0 Non-Null Value ROW 2174: has 28 Null-Value and 0 Non-Null Value ROW 2175: has 28 Null-Value and 0 Non-Null Value ROW 2176: has 28 Null-Value and 0 Non-Null Value ROW 2177: has 28 Null-Value and 0 Non-Null Value ROW 2178: has 28 Null-Value and 0 Non-Null Value ROW 2179: has 28 Null-Value and 0 Non-Null Value ROW 2180: has 27 Null-Value and 1 Non-Null Value ROW 2181: has 27 Null-Value and 1 Non-Null Value ROW 2182: has 28 Null-Value and 0 Non-Null Value ROW 2183: has 28 Null-Value and 0 Non-Null Value ROW 2184: has 28 Null-Value and 0 Non-Null Value ROW 2185: has 28 Null-Value and 0 Non-Null Value ROW 2186: has 28 Null-Value and 0 Non-Null Value ROW 2187: has 28 Null-Value and 0 Non-Null Value ROW 2188: has 28 Null-Value and 0 Non-Null Value ROW 2189: has 27 Null-Value and 1 Non-Null Value ROW 2190: has 28 Null-Value and 0 Non-Null Value ROW 2191: has 22 Null-Value and 6 Non-Null Value ROW 2192: has 28 Null-Value and 0 Non-Null Value ROW 2193: has 28 Null-Value and 0 Non-Null Value ROW 2194: has 28 Null-Value and 0 Non-Null Value ROW 2195: has 28 Null-Value and 0 Non-Null Value ROW 2196: has 28 Null-Value and 0 Non-Null Value ROW 2197: has 28 Null-Value and 0 Non-Null Value ROW 2198: has 28 Null-Value and 0 Non-Null Value ROW 2199: has 28 Null-Value and 0 Non-Null Value ROW 2200: has 27 Null-Value and 1 Non-Null Value ROW 2201: has 28 Null-Value and 0 Non-Null Value ROW 2202: has 28 Null-Value and 0 Non-Null Value ROW 2203: has 28 Null-Value and 0 Non-Null Value ROW 2204: has 28 Null-Value and 0 Non-Null Value ROW 2205: has 28 Null-Value and 0 Non-Null Value ROW 2206: has 28 Null-Value and 0 Non-Null Value ROW 2207: has 28 Null-Value and 0 Non-Null Value ROW 2208: has 28 Null-Value and 0 Non-Null Value ROW 2209: has 28 Null-Value and 0 Non-Null Value ROW 2210: has 28 Null-Value and 0 Non-Null Value ROW 2211: has 27 Null-Value and 1 Non-Null Value ROW 2212: has 28 Null-Value and 0 Non-Null Value ROW 2213: has 28 Null-Value and 0 Non-Null Value ROW 2214: has 28 Null-Value and 0 Non-Null Value ROW 2215: has 28 Null-Value and 0 Non-Null Value ROW 2216: has 28 Null-Value and 0 Non-Null Value ROW 2217: has 27 Null-Value and 1 Non-Null Value ROW 2218: has 28 Null-Value and 0 Non-Null Value ROW 2219: has 28 Null-Value and 0 Non-Null Value ROW 2220: has 28 Null-Value and 0 Non-Null Value ROW 2221: has 28 Null-Value and 0 Non-Null Value ROW 2222: has 28 Null-Value and 0 Non-Null Value ROW 2223: has 28 Null-Value and 0 Non-Null Value ROW 2224: has 28 Null-Value and 0 Non-Null Value ROW 2225: has 28 Null-Value and 0 Non-Null Value ROW 2226: has 28 Null-Value and 0 Non-Null Value ROW 2227: has 28 Null-Value and 0 Non-Null Value ROW 2228: has 28 Null-Value and 0 Non-Null Value ROW 2229: has 28 Null-Value and 0 Non-Null Value ROW 2230: has 28 Null-Value and 0 Non-Null Value ROW 2231: has 28 Null-Value and 0 Non-Null Value ROW 2232: has 28 Null-Value and 0 Non-Null Value ROW 2233: has 28 Null-Value and 0 Non-Null Value ROW 2234: has 28 Null-Value and 0 Non-Null Value ROW 2235: has 27 Null-Value and 1 Non-Null Value ROW 2236: has 28 Null-Value and 0 Non-Null Value ROW 2237: has 28 Null-Value and 0 Non-Null Value ROW 2238: has 27 Null-Value and 1 Non-Null Value ROW 2239: has 27 Null-Value and 1 Non-Null Value ROW 2240: has 28 Null-Value and 0 Non-Null Value ROW 2241: has 17 Null-Value and 11 Non-Null Value ROW 2242: has 28 Null-Value and 0 Non-Null Value ROW 2243: has 28 Null-Value and 0 Non-Null Value ROW 2244: has 28 Null-Value and 0 Non-Null Value ROW 2245: has 28 Null-Value and 0 Non-Null Value ROW 2246: has 28 Null-Value and 0 Non-Null Value ROW 2247: has 27 Null-Value and 1 Non-Null Value ROW 2248: has 28 Null-Value and 0 Non-Null Value ROW 2249: has 28 Null-Value and 0 Non-Null Value ROW 2250: has 28 Null-Value and 0 Non-Null Value ROW 2251: has 28 Null-Value and 0 Non-Null Value ROW 2252: has 28 Null-Value and 0 Non-Null Value ROW 2253: has 28 Null-Value and 0 Non-Null Value ROW 2254: has 28 Null-Value and 0 Non-Null Value ROW 2255: has 28 Null-Value and 0 Non-Null Value ROW 2256: has 28 Null-Value and 0 Non-Null Value ROW 2257: has 21 Null-Value and 7 Non-Null Value ROW 2258: has 28 Null-Value and 0 Non-Null Value ROW 2259: has 28 Null-Value and 0 Non-Null Value ROW 2260: has 28 Null-Value and 0 Non-Null Value ROW 2261: has 28 Null-Value and 0 Non-Null Value ROW 2262: has 28 Null-Value and 0 Non-Null Value ROW 2263: has 28 Null-Value and 0 Non-Null Value ROW 2264: has 28 Null-Value and 0 Non-Null Value ROW 2265: has 27 Null-Value and 1 Non-Null Value ROW 2266: has 28 Null-Value and 0 Non-Null Value ROW 2267: has 27 Null-Value and 1 Non-Null Value ROW 2268: has 28 Null-Value and 0 Non-Null Value ROW 2269: has 28 Null-Value and 0 Non-Null Value ROW 2270: has 28 Null-Value and 0 Non-Null Value ROW 2271: has 28 Null-Value and 0 Non-Null Value ROW 2272: has 28 Null-Value and 0 Non-Null Value ROW 2273: has 28 Null-Value and 0 Non-Null Value ROW 2274: has 28 Null-Value and 0 Non-Null Value ROW 2275: has 28 Null-Value and 0 Non-Null Value ROW 2276: has 28 Null-Value and 0 Non-Null Value ROW 2277: has 28 Null-Value and 0 Non-Null Value ROW 2278: has 28 Null-Value and 0 Non-Null Value ROW 2279: has 28 Null-Value and 0 Non-Null Value ROW 2280: has 28 Null-Value and 0 Non-Null Value ROW 2281: has 28 Null-Value and 0 Non-Null Value ROW 2282: has 28 Null-Value and 0 Non-Null Value ROW 2283: has 28 Null-Value and 0 Non-Null Value ROW 2284: has 28 Null-Value and 0 Non-Null Value ROW 2285: has 28 Null-Value and 0 Non-Null Value ROW 2286: has 28 Null-Value and 0 Non-Null Value ROW 2287: has 28 Null-Value and 0 Non-Null Value ROW 2288: has 28 Null-Value and 0 Non-Null Value ROW 2289: has 28 Null-Value and 0 Non-Null Value ROW 2290: has 28 Null-Value and 0 Non-Null Value ROW 2291: has 28 Null-Value and 0 Non-Null Value ROW 2292: has 28 Null-Value and 0 Non-Null Value ROW 2293: has 28 Null-Value and 0 Non-Null Value ROW 2294: has 28 Null-Value and 0 Non-Null Value ROW 2295: has 28 Null-Value and 0 Non-Null Value ROW 2296: has 28 Null-Value and 0 Non-Null Value ROW 2297: has 28 Null-Value and 0 Non-Null Value ROW 2298: has 28 Null-Value and 0 Non-Null Value ROW 2299: has 27 Null-Value and 1 Non-Null Value ROW 2300: has 28 Null-Value and 0 Non-Null Value ROW 2301: has 28 Null-Value and 0 Non-Null Value ROW 2302: has 28 Null-Value and 0 Non-Null Value ROW 2303: has 22 Null-Value and 6 Non-Null Value ROW 2304: has 28 Null-Value and 0 Non-Null Value ROW 2305: has 28 Null-Value and 0 Non-Null Value ROW 2306: has 28 Null-Value and 0 Non-Null Value ROW 2307: has 28 Null-Value and 0 Non-Null Value ROW 2308: has 28 Null-Value and 0 Non-Null Value ROW 2309: has 27 Null-Value and 1 Non-Null Value ROW 2310: has 28 Null-Value and 0 Non-Null Value ROW 2311: has 28 Null-Value and 0 Non-Null Value ROW 2312: has 28 Null-Value and 0 Non-Null Value ROW 2313: has 28 Null-Value and 0 Non-Null Value ROW 2314: has 28 Null-Value and 0 Non-Null Value ROW 2315: has 28 Null-Value and 0 Non-Null Value ROW 2316: has 28 Null-Value and 0 Non-Null Value ROW 2317: has 27 Null-Value and 1 Non-Null Value ROW 2318: has 28 Null-Value and 0 Non-Null Value ROW 2319: has 28 Null-Value and 0 Non-Null Value ROW 2320: has 28 Null-Value and 0 Non-Null Value ROW 2321: has 28 Null-Value and 0 Non-Null Value ROW 2322: has 28 Null-Value and 0 Non-Null Value ROW 2323: has 28 Null-Value and 0 Non-Null Value ROW 2324: has 28 Null-Value and 0 Non-Null Value ROW 2325: has 28 Null-Value and 0 Non-Null Value ROW 2326: has 28 Null-Value and 0 Non-Null Value ROW 2327: has 28 Null-Value and 0 Non-Null Value ROW 2328: has 28 Null-Value and 0 Non-Null Value ROW 2329: has 28 Null-Value and 0 Non-Null Value ROW 2330: has 28 Null-Value and 0 Non-Null Value ROW 2331: has 28 Null-Value and 0 Non-Null Value ROW 2332: has 27 Null-Value and 1 Non-Null Value ROW 2333: has 28 Null-Value and 0 Non-Null Value ROW 2334: has 28 Null-Value and 0 Non-Null Value ROW 2335: has 28 Null-Value and 0 Non-Null Value ROW 2336: has 27 Null-Value and 1 Non-Null Value ROW 2337: has 28 Null-Value and 0 Non-Null Value ROW 2338: has 27 Null-Value and 1 Non-Null Value ROW 2339: has 27 Null-Value and 1 Non-Null Value ROW 2340: has 28 Null-Value and 0 Non-Null Value ROW 2341: has 28 Null-Value and 0 Non-Null Value ROW 2342: has 18 Null-Value and 10 Non-Null Value ROW 2343: has 28 Null-Value and 0 Non-Null Value ROW 2344: has 27 Null-Value and 1 Non-Null Value ROW 2345: has 24 Null-Value and 4 Non-Null Value ROW 2346: has 27 Null-Value and 1 Non-Null Value ROW 2347: has 27 Null-Value and 1 Non-Null Value ROW 2348: has 27 Null-Value and 1 Non-Null Value ROW 2349: has 25 Null-Value and 3 Non-Null Value ROW 2350: has 26 Null-Value and 2 Non-Null Value ROW 2351: has 25 Null-Value and 3 Non-Null Value ROW 2352: has 27 Null-Value and 1 Non-Null Value ROW 2353: has 27 Null-Value and 1 Non-Null Value ROW 2354: has 28 Null-Value and 0 Non-Null Value ROW 2355: has 28 Null-Value and 0 Non-Null Value ROW 2356: has 28 Null-Value and 0 Non-Null Value ROW 2357: has 28 Null-Value and 0 Non-Null Value ROW 2358: has 28 Null-Value and 0 Non-Null Value ROW 2359: has 28 Null-Value and 0 Non-Null Value ROW 2360: has 28 Null-Value and 0 Non-Null Value ROW 2361: has 28 Null-Value and 0 Non-Null Value ROW 2362: has 27 Null-Value and 1 Non-Null Value ROW 2363: has 28 Null-Value and 0 Non-Null Value ROW 2364: has 28 Null-Value and 0 Non-Null Value ROW 2365: has 28 Null-Value and 0 Non-Null Value ROW 2366: has 24 Null-Value and 4 Non-Null Value ROW 2367: has 28 Null-Value and 0 Non-Null Value ROW 2368: has 28 Null-Value and 0 Non-Null Value ROW 2369: has 28 Null-Value and 0 Non-Null Value ROW 2370: has 20 Null-Value and 8 Non-Null Value ROW 2371: has 28 Null-Value and 0 Non-Null Value ROW 2372: has 28 Null-Value and 0 Non-Null Value ROW 2373: has 28 Null-Value and 0 Non-Null Value ROW 2374: has 25 Null-Value and 3 Non-Null Value ROW 2375: has 28 Null-Value and 0 Non-Null Value ROW 2376: has 28 Null-Value and 0 Non-Null Value ROW 2377: has 28 Null-Value and 0 Non-Null Value ROW 2378: has 28 Null-Value and 0 Non-Null Value ROW 2379: has 27 Null-Value and 1 Non-Null Value ROW 2380: has 28 Null-Value and 0 Non-Null Value ROW 2381: has 27 Null-Value and 1 Non-Null Value ROW 2382: has 28 Null-Value and 0 Non-Null Value ROW 2383: has 28 Null-Value and 0 Non-Null Value ROW 2384: has 27 Null-Value and 1 Non-Null Value ROW 2385: has 28 Null-Value and 0 Non-Null Value ROW 2386: has 28 Null-Value and 0 Non-Null Value ROW 2387: has 28 Null-Value and 0 Non-Null Value ROW 2388: has 25 Null-Value and 3 Non-Null Value ROW 2389: has 28 Null-Value and 0 Non-Null Value ROW 2390: has 28 Null-Value and 0 Non-Null Value ROW 2391: has 28 Null-Value and 0 Non-Null Value ROW 2392: has 28 Null-Value and 0 Non-Null Value ROW 2393: has 28 Null-Value and 0 Non-Null Value ROW 2394: has 28 Null-Value and 0 Non-Null Value ROW 2395: has 28 Null-Value and 0 Non-Null Value ROW 2396: has 28 Null-Value and 0 Non-Null Value ROW 2397: has 28 Null-Value and 0 Non-Null Value ROW 2398: has 28 Null-Value and 0 Non-Null Value ROW 2399: has 28 Null-Value and 0 Non-Null Value ROW 2400: has 28 Null-Value and 0 Non-Null Value ROW 2401: has 28 Null-Value and 0 Non-Null Value ROW 2402: has 28 Null-Value and 0 Non-Null Value ROW 2403: has 28 Null-Value and 0 Non-Null Value ROW 2404: has 28 Null-Value and 0 Non-Null Value ROW 2405: has 28 Null-Value and 0 Non-Null Value ROW 2406: has 28 Null-Value and 0 Non-Null Value ROW 2407: has 28 Null-Value and 0 Non-Null Value ROW 2408: has 28 Null-Value and 0 Non-Null Value ROW 2409: has 28 Null-Value and 0 Non-Null Value ROW 2410: has 28 Null-Value and 0 Non-Null Value ROW 2411: has 28 Null-Value and 0 Non-Null Value ROW 2412: has 23 Null-Value and 5 Non-Null Value ROW 2413: has 28 Null-Value and 0 Non-Null Value ROW 2414: has 28 Null-Value and 0 Non-Null Value ROW 2415: has 28 Null-Value and 0 Non-Null Value ROW 2416: has 28 Null-Value and 0 Non-Null Value ROW 2417: has 28 Null-Value and 0 Non-Null Value ROW 2418: has 28 Null-Value and 0 Non-Null Value ROW 2419: has 28 Null-Value and 0 Non-Null Value ROW 2420: has 28 Null-Value and 0 Non-Null Value ROW 2421: has 28 Null-Value and 0 Non-Null Value ROW 2422: has 27 Null-Value and 1 Non-Null Value ROW 2423: has 28 Null-Value and 0 Non-Null Value ROW 2424: has 28 Null-Value and 0 Non-Null Value ROW 2425: has 28 Null-Value and 0 Non-Null Value ROW 2426: has 28 Null-Value and 0 Non-Null Value ROW 2427: has 28 Null-Value and 0 Non-Null Value ROW 2428: has 28 Null-Value and 0 Non-Null Value ROW 2429: has 28 Null-Value and 0 Non-Null Value ROW 2430: has 28 Null-Value and 0 Non-Null Value ROW 2431: has 28 Null-Value and 0 Non-Null Value ROW 2432: has 28 Null-Value and 0 Non-Null Value ROW 2433: has 28 Null-Value and 0 Non-Null Value ROW 2434: has 28 Null-Value and 0 Non-Null Value ROW 2435: has 28 Null-Value and 0 Non-Null Value ROW 2436: has 28 Null-Value and 0 Non-Null Value ROW 2437: has 28 Null-Value and 0 Non-Null Value ROW 2438: has 28 Null-Value and 0 Non-Null Value ROW 2439: has 28 Null-Value and 0 Non-Null Value ROW 2440: has 27 Null-Value and 1 Non-Null Value ROW 2441: has 28 Null-Value and 0 Non-Null Value ROW 2442: has 28 Null-Value and 0 Non-Null Value ROW 2443: has 28 Null-Value and 0 Non-Null Value ROW 2444: has 28 Null-Value and 0 Non-Null Value ROW 2445: has 28 Null-Value and 0 Non-Null Value ROW 2446: has 28 Null-Value and 0 Non-Null Value ROW 2447: has 28 Null-Value and 0 Non-Null Value ROW 2448: has 28 Null-Value and 0 Non-Null Value ROW 2449: has 28 Null-Value and 0 Non-Null Value ROW 2450: has 28 Null-Value and 0 Non-Null Value ROW 2451: has 28 Null-Value and 0 Non-Null Value ROW 2452: has 28 Null-Value and 0 Non-Null Value ROW 2453: has 28 Null-Value and 0 Non-Null Value ROW 2454: has 28 Null-Value and 0 Non-Null Value ROW 2455: has 27 Null-Value and 1 Non-Null Value ROW 2456: has 28 Null-Value and 0 Non-Null Value ROW 2457: has 28 Null-Value and 0 Non-Null Value ROW 2458: has 28 Null-Value and 0 Non-Null Value ROW 2459: has 19 Null-Value and 9 Non-Null Value ROW 2460: has 28 Null-Value and 0 Non-Null Value ROW 2461: has 23 Null-Value and 5 Non-Null Value ROW 2462: has 28 Null-Value and 0 Non-Null Value ROW 2463: has 28 Null-Value and 0 Non-Null Value ROW 2464: has 27 Null-Value and 1 Non-Null Value ROW 2465: has 27 Null-Value and 1 Non-Null Value ROW 2466: has 24 Null-Value and 4 Non-Null Value ROW 2467: has 27 Null-Value and 1 Non-Null Value ROW 2468: has 28 Null-Value and 0 Non-Null Value ROW 2469: has 27 Null-Value and 1 Non-Null Value ROW 2470: has 26 Null-Value and 2 Non-Null Value ROW 2471: has 28 Null-Value and 0 Non-Null Value ROW 2472: has 26 Null-Value and 2 Non-Null Value ROW 2473: has 27 Null-Value and 1 Non-Null Value ROW 2474: has 27 Null-Value and 1 Non-Null Value ROW 2475: has 28 Null-Value and 0 Non-Null Value ROW 2476: has 27 Null-Value and 1 Non-Null Value ROW 2477: has 27 Null-Value and 1 Non-Null Value ROW 2478: has 28 Null-Value and 0 Non-Null Value ROW 2479: has 28 Null-Value and 0 Non-Null Value ROW 2480: has 28 Null-Value and 0 Non-Null Value ROW 2481: has 28 Null-Value and 0 Non-Null Value ROW 2482: has 28 Null-Value and 0 Non-Null Value ROW 2483: has 27 Null-Value and 1 Non-Null Value ROW 2484: has 28 Null-Value and 0 Non-Null Value ROW 2485: has 28 Null-Value and 0 Non-Null Value ROW 2486: has 28 Null-Value and 0 Non-Null Value ROW 2487: has 28 Null-Value and 0 Non-Null Value ROW 2488: has 28 Null-Value and 0 Non-Null Value ROW 2489: has 28 Null-Value and 0 Non-Null Value ROW 2490: has 28 Null-Value and 0 Non-Null Value ROW 2491: has 28 Null-Value and 0 Non-Null Value ROW 2492: has 28 Null-Value and 0 Non-Null Value ROW 2493: has 28 Null-Value and 0 Non-Null Value ROW 2494: has 28 Null-Value and 0 Non-Null Value ROW 2495: has 28 Null-Value and 0 Non-Null Value ROW 2496: has 28 Null-Value and 0 Non-Null Value ROW 2497: has 28 Null-Value and 0 Non-Null Value ROW 2498: has 28 Null-Value and 0 Non-Null Value ROW 2499: has 28 Null-Value and 0 Non-Null Value ROW 2500: has 28 Null-Value and 0 Non-Null Value ROW 2501: has 28 Null-Value and 0 Non-Null Value ROW 2502: has 28 Null-Value and 0 Non-Null Value ROW 2503: has 28 Null-Value and 0 Non-Null Value ROW 2504: has 28 Null-Value and 0 Non-Null Value ROW 2505: has 27 Null-Value and 1 Non-Null Value ROW 2506: has 27 Null-Value and 1 Non-Null Value ROW 2507: has 28 Null-Value and 0 Non-Null Value ROW 2508: has 28 Null-Value and 0 Non-Null Value ROW 2509: has 28 Null-Value and 0 Non-Null Value ROW 2510: has 28 Null-Value and 0 Non-Null Value ROW 2511: has 28 Null-Value and 0 Non-Null Value ROW 2512: has 28 Null-Value and 0 Non-Null Value ROW 2513: has 28 Null-Value and 0 Non-Null Value ROW 2514: has 27 Null-Value and 1 Non-Null Value ROW 2515: has 28 Null-Value and 0 Non-Null Value ROW 2516: has 28 Null-Value and 0 Non-Null Value ROW 2517: has 28 Null-Value and 0 Non-Null Value ROW 2518: has 28 Null-Value and 0 Non-Null Value ROW 2519: has 27 Null-Value and 1 Non-Null Value ROW 2520: has 28 Null-Value and 0 Non-Null Value ROW 2521: has 27 Null-Value and 1 Non-Null Value ROW 2522: has 28 Null-Value and 0 Non-Null Value ROW 2523: has 28 Null-Value and 0 Non-Null Value ROW 2524: has 28 Null-Value and 0 Non-Null Value ROW 2525: has 28 Null-Value and 0 Non-Null Value ROW 2526: has 27 Null-Value and 1 Non-Null Value ROW 2527: has 28 Null-Value and 0 Non-Null Value ROW 2528: has 26 Null-Value and 2 Non-Null Value ROW 2529: has 27 Null-Value and 1 Non-Null Value ROW 2530: has 28 Null-Value and 0 Non-Null Value ROW 2531: has 28 Null-Value and 0 Non-Null Value ROW 2532: has 28 Null-Value and 0 Non-Null Value ROW 2533: has 28 Null-Value and 0 Non-Null Value ROW 2534: has 28 Null-Value and 0 Non-Null Value ROW 2535: has 28 Null-Value and 0 Non-Null Value ROW 2536: has 28 Null-Value and 0 Non-Null Value ROW 2537: has 28 Null-Value and 0 Non-Null Value ROW 2538: has 28 Null-Value and 0 Non-Null Value ROW 2539: has 28 Null-Value and 0 Non-Null Value ROW 2540: has 28 Null-Value and 0 Non-Null Value ROW 2541: has 28 Null-Value and 0 Non-Null Value ROW 2542: has 28 Null-Value and 0 Non-Null Value ROW 2543: has 28 Null-Value and 0 Non-Null Value ROW 2544: has 28 Null-Value and 0 Non-Null Value ROW 2545: has 28 Null-Value and 0 Non-Null Value ROW 2546: has 28 Null-Value and 0 Non-Null Value ROW 2547: has 28 Null-Value and 0 Non-Null Value ROW 2548: has 28 Null-Value and 0 Non-Null Value ROW 2549: has 28 Null-Value and 0 Non-Null Value ROW 2550: has 28 Null-Value and 0 Non-Null Value ROW 2551: has 28 Null-Value and 0 Non-Null Value ROW 2552: has 21 Null-Value and 7 Non-Null Value ROW 2553: has 28 Null-Value and 0 Non-Null Value ROW 2554: has 28 Null-Value and 0 Non-Null Value ROW 2555: has 28 Null-Value and 0 Non-Null Value ROW 2556: has 28 Null-Value and 0 Non-Null Value ROW 2557: has 28 Null-Value and 0 Non-Null Value ROW 2558: has 28 Null-Value and 0 Non-Null Value ROW 2559: has 28 Null-Value and 0 Non-Null Value ROW 2560: has 28 Null-Value and 0 Non-Null Value ROW 2561: has 26 Null-Value and 2 Non-Null Value ROW 2562: has 27 Null-Value and 1 Non-Null Value ROW 2563: has 28 Null-Value and 0 Non-Null Value ROW 2564: has 28 Null-Value and 0 Non-Null Value ROW 2565: has 28 Null-Value and 0 Non-Null Value ROW 2566: has 28 Null-Value and 0 Non-Null Value ROW 2567: has 28 Null-Value and 0 Non-Null Value ROW 2568: has 28 Null-Value and 0 Non-Null Value ROW 2569: has 28 Null-Value and 0 Non-Null Value ROW 2570: has 28 Null-Value and 0 Non-Null Value ROW 2571: has 28 Null-Value and 0 Non-Null Value ROW 2572: has 28 Null-Value and 0 Non-Null Value ROW 2573: has 28 Null-Value and 0 Non-Null Value ROW 2574: has 27 Null-Value and 1 Non-Null Value ROW 2575: has 27 Null-Value and 1 Non-Null Value ROW 2576: has 28 Null-Value and 0 Non-Null Value ROW 2577: has 28 Null-Value and 0 Non-Null Value ROW 2578: has 28 Null-Value and 0 Non-Null Value ROW 2579: has 28 Null-Value and 0 Non-Null Value ROW 2580: has 28 Null-Value and 0 Non-Null Value ROW 2581: has 28 Null-Value and 0 Non-Null Value ROW 2582: has 28 Null-Value and 0 Non-Null Value ROW 2583: has 28 Null-Value and 0 Non-Null Value ROW 2584: has 28 Null-Value and 0 Non-Null Value ROW 2585: has 28 Null-Value and 0 Non-Null Value ROW 2586: has 26 Null-Value and 2 Non-Null Value ROW 2587: has 28 Null-Value and 0 Non-Null Value ROW 2588: has 28 Null-Value and 0 Non-Null Value ROW 2589: has 28 Null-Value and 0 Non-Null Value ROW 2590: has 27 Null-Value and 1 Non-Null Value ROW 2591: has 27 Null-Value and 1 Non-Null Value ROW 2592: has 28 Null-Value and 0 Non-Null Value ROW 2593: has 28 Null-Value and 0 Non-Null Value ROW 2594: has 24 Null-Value and 4 Non-Null Value ROW 2595: has 27 Null-Value and 1 Non-Null Value ROW 2596: has 27 Null-Value and 1 Non-Null Value ROW 2597: has 28 Null-Value and 0 Non-Null Value ROW 2598: has 28 Null-Value and 0 Non-Null Value ROW 2599: has 28 Null-Value and 0 Non-Null Value ROW 2600: has 28 Null-Value and 0 Non-Null Value ROW 2601: has 28 Null-Value and 0 Non-Null Value ROW 2602: has 28 Null-Value and 0 Non-Null Value ROW 2603: has 28 Null-Value and 0 Non-Null Value ROW 2604: has 28 Null-Value and 0 Non-Null Value ROW 2605: has 28 Null-Value and 0 Non-Null Value ROW 2606: has 28 Null-Value and 0 Non-Null Value ROW 2607: has 28 Null-Value and 0 Non-Null Value ROW 2608: has 28 Null-Value and 0 Non-Null Value ROW 2609: has 23 Null-Value and 5 Non-Null Value ROW 2610: has 28 Null-Value and 0 Non-Null Value ROW 2611: has 28 Null-Value and 0 Non-Null Value ROW 2612: has 26 Null-Value and 2 Non-Null Value ROW 2613: has 27 Null-Value and 1 Non-Null Value ROW 2614: has 28 Null-Value and 0 Non-Null Value ROW 2615: has 28 Null-Value and 0 Non-Null Value ROW 2616: has 27 Null-Value and 1 Non-Null Value ROW 2617: has 28 Null-Value and 0 Non-Null Value ROW 2618: has 28 Null-Value and 0 Non-Null Value ROW 2619: has 28 Null-Value and 0 Non-Null Value ROW 2620: has 28 Null-Value and 0 Non-Null Value ROW 2621: has 28 Null-Value and 0 Non-Null Value ROW 2622: has 28 Null-Value and 0 Non-Null Value ROW 2623: has 28 Null-Value and 0 Non-Null Value ROW 2624: has 28 Null-Value and 0 Non-Null Value ROW 2625: has 28 Null-Value and 0 Non-Null Value ROW 2626: has 28 Null-Value and 0 Non-Null Value ROW 2627: has 28 Null-Value and 0 Non-Null Value ROW 2628: has 28 Null-Value and 0 Non-Null Value ROW 2629: has 27 Null-Value and 1 Non-Null Value ROW 2630: has 28 Null-Value and 0 Non-Null Value ROW 2631: has 28 Null-Value and 0 Non-Null Value ROW 2632: has 28 Null-Value and 0 Non-Null Value ROW 2633: has 28 Null-Value and 0 Non-Null Value ROW 2634: has 28 Null-Value and 0 Non-Null Value ROW 2635: has 27 Null-Value and 1 Non-Null Value ROW 2636: has 28 Null-Value and 0 Non-Null Value ROW 2637: has 28 Null-Value and 0 Non-Null Value ROW 2638: has 28 Null-Value and 0 Non-Null Value ROW 2639: has 28 Null-Value and 0 Non-Null Value ROW 2640: has 28 Null-Value and 0 Non-Null Value ROW 2641: has 28 Null-Value and 0 Non-Null Value ROW 2642: has 28 Null-Value and 0 Non-Null Value ROW 2643: has 28 Null-Value and 0 Non-Null Value ROW 2644: has 28 Null-Value and 0 Non-Null Value ROW 2645: has 28 Null-Value and 0 Non-Null Value ROW 2646: has 28 Null-Value and 0 Non-Null Value ROW 2647: has 28 Null-Value and 0 Non-Null Value ROW 2648: has 28 Null-Value and 0 Non-Null Value ROW 2649: has 28 Null-Value and 0 Non-Null Value ROW 2650: has 28 Null-Value and 0 Non-Null Value ROW 2651: has 28 Null-Value and 0 Non-Null Value ROW 2652: has 28 Null-Value and 0 Non-Null Value ROW 2653: has 28 Null-Value and 0 Non-Null Value ROW 2654: has 28 Null-Value and 0 Non-Null Value ROW 2655: has 28 Null-Value and 0 Non-Null Value ROW 2656: has 28 Null-Value and 0 Non-Null Value ROW 2657: has 28 Null-Value and 0 Non-Null Value ROW 2658: has 28 Null-Value and 0 Non-Null Value ROW 2659: has 28 Null-Value and 0 Non-Null Value ROW 2660: has 28 Null-Value and 0 Non-Null Value ROW 2661: has 28 Null-Value and 0 Non-Null Value ROW 2662: has 28 Null-Value and 0 Non-Null Value ROW 2663: has 28 Null-Value and 0 Non-Null Value ROW 2664: has 28 Null-Value and 0 Non-Null Value ROW 2665: has 28 Null-Value and 0 Non-Null Value ROW 2666: has 28 Null-Value and 0 Non-Null Value ROW 2667: has 28 Null-Value and 0 Non-Null Value ROW 2668: has 28 Null-Value and 0 Non-Null Value ROW 2669: has 28 Null-Value and 0 Non-Null Value ROW 2670: has 28 Null-Value and 0 Non-Null Value ROW 2671: has 28 Null-Value and 0 Non-Null Value ROW 2672: has 28 Null-Value and 0 Non-Null Value ROW 2673: has 28 Null-Value and 0 Non-Null Value ROW 2674: has 28 Null-Value and 0 Non-Null Value ROW 2675: has 28 Null-Value and 0 Non-Null Value ROW 2676: has 28 Null-Value and 0 Non-Null Value ROW 2677: has 28 Null-Value and 0 Non-Null Value ROW 2678: has 28 Null-Value and 0 Non-Null Value ROW 2679: has 28 Null-Value and 0 Non-Null Value ROW 2680: has 28 Null-Value and 0 Non-Null Value ROW 2681: has 28 Null-Value and 0 Non-Null Value ROW 2682: has 28 Null-Value and 0 Non-Null Value ROW 2683: has 28 Null-Value and 0 Non-Null Value ROW 2684: has 28 Null-Value and 0 Non-Null Value ROW 2685: has 28 Null-Value and 0 Non-Null Value ROW 2686: has 27 Null-Value and 1 Non-Null Value ROW 2687: has 28 Null-Value and 0 Non-Null Value ROW 2688: has 28 Null-Value and 0 Non-Null Value ROW 2689: has 28 Null-Value and 0 Non-Null Value ROW 2690: has 28 Null-Value and 0 Non-Null Value ROW 2691: has 27 Null-Value and 1 Non-Null Value ROW 2692: has 28 Null-Value and 0 Non-Null Value ROW 2693: has 28 Null-Value and 0 Non-Null Value ROW 2694: has 28 Null-Value and 0 Non-Null Value ROW 2695: has 28 Null-Value and 0 Non-Null Value ROW 2696: has 28 Null-Value and 0 Non-Null Value ROW 2697: has 28 Null-Value and 0 Non-Null Value ROW 2698: has 28 Null-Value and 0 Non-Null Value ROW 2699: has 28 Null-Value and 0 Non-Null Value ROW 2700: has 28 Null-Value and 0 Non-Null Value ROW 2701: has 28 Null-Value and 0 Non-Null Value ROW 2702: has 22 Null-Value and 6 Non-Null Value ROW 2703: has 28 Null-Value and 0 Non-Null Value ROW 2704: has 28 Null-Value and 0 Non-Null Value ROW 2705: has 28 Null-Value and 0 Non-Null Value ROW 2706: has 28 Null-Value and 0 Non-Null Value ROW 2707: has 28 Null-Value and 0 Non-Null Value ROW 2708: has 28 Null-Value and 0 Non-Null Value ROW 2709: has 28 Null-Value and 0 Non-Null Value ROW 2710: has 25 Null-Value and 3 Non-Null Value ROW 2711: has 28 Null-Value and 0 Non-Null Value ROW 2712: has 28 Null-Value and 0 Non-Null Value ROW 2713: has 28 Null-Value and 0 Non-Null Value ROW 2714: has 28 Null-Value and 0 Non-Null Value ROW 2715: has 28 Null-Value and 0 Non-Null Value ROW 2716: has 28 Null-Value and 0 Non-Null Value ROW 2717: has 28 Null-Value and 0 Non-Null Value ROW 2718: has 28 Null-Value and 0 Non-Null Value ROW 2719: has 28 Null-Value and 0 Non-Null Value ROW 2720: has 28 Null-Value and 0 Non-Null Value ROW 2721: has 28 Null-Value and 0 Non-Null Value ROW 2722: has 28 Null-Value and 0 Non-Null Value ROW 2723: has 28 Null-Value and 0 Non-Null Value ROW 2724: has 27 Null-Value and 1 Non-Null Value ROW 2725: has 28 Null-Value and 0 Non-Null Value ROW 2726: has 28 Null-Value and 0 Non-Null Value ROW 2727: has 22 Null-Value and 6 Non-Null Value ROW 2728: has 28 Null-Value and 0 Non-Null Value ROW 2729: has 28 Null-Value and 0 Non-Null Value ROW 2730: has 28 Null-Value and 0 Non-Null Value ROW 2731: has 28 Null-Value and 0 Non-Null Value ROW 2732: has 25 Null-Value and 3 Non-Null Value ROW 2733: has 27 Null-Value and 1 Non-Null Value ROW 2734: has 28 Null-Value and 0 Non-Null Value ROW 2735: has 28 Null-Value and 0 Non-Null Value ROW 2736: has 28 Null-Value and 0 Non-Null Value ROW 2737: has 28 Null-Value and 0 Non-Null Value ROW 2738: has 28 Null-Value and 0 Non-Null Value ROW 2739: has 27 Null-Value and 1 Non-Null Value ROW 2740: has 28 Null-Value and 0 Non-Null Value ROW 2741: has 27 Null-Value and 1 Non-Null Value ROW 2742: has 27 Null-Value and 1 Non-Null Value ROW 2743: has 28 Null-Value and 0 Non-Null Value ROW 2744: has 26 Null-Value and 2 Non-Null Value ROW 2745: has 28 Null-Value and 0 Non-Null Value ROW 2746: has 28 Null-Value and 0 Non-Null Value ROW 2747: has 28 Null-Value and 0 Non-Null Value ROW 2748: has 26 Null-Value and 2 Non-Null Value ROW 2749: has 26 Null-Value and 2 Non-Null Value ROW 2750: has 27 Null-Value and 1 Non-Null Value ROW 2751: has 27 Null-Value and 1 Non-Null Value ROW 2752: has 24 Null-Value and 4 Non-Null Value ROW 2753: has 26 Null-Value and 2 Non-Null Value ROW 2754: has 26 Null-Value and 2 Non-Null Value ROW 2755: has 28 Null-Value and 0 Non-Null Value ROW 2756: has 28 Null-Value and 0 Non-Null Value ROW 2757: has 28 Null-Value and 0 Non-Null Value ROW 2758: has 28 Null-Value and 0 Non-Null Value ROW 2759: has 26 Null-Value and 2 Non-Null Value ROW 2760: has 28 Null-Value and 0 Non-Null Value ROW 2761: has 28 Null-Value and 0 Non-Null Value ROW 2762: has 28 Null-Value and 0 Non-Null Value ROW 2763: has 28 Null-Value and 0 Non-Null Value ROW 2764: has 28 Null-Value and 0 Non-Null Value ROW 2765: has 21 Null-Value and 7 Non-Null Value ROW 2766: has 28 Null-Value and 0 Non-Null Value ROW 2767: has 26 Null-Value and 2 Non-Null Value ROW 2768: has 28 Null-Value and 0 Non-Null Value ROW 2769: has 28 Null-Value and 0 Non-Null Value ROW 2770: has 28 Null-Value and 0 Non-Null Value ROW 2771: has 28 Null-Value and 0 Non-Null Value ROW 2772: has 27 Null-Value and 1 Non-Null Value ROW 2773: has 28 Null-Value and 0 Non-Null Value ROW 2774: has 28 Null-Value and 0 Non-Null Value ROW 2775: has 21 Null-Value and 7 Non-Null Value ROW 2776: has 28 Null-Value and 0 Non-Null Value ROW 2777: has 28 Null-Value and 0 Non-Null Value ROW 2778: has 27 Null-Value and 1 Non-Null Value ROW 2779: has 28 Null-Value and 0 Non-Null Value ROW 2780: has 28 Null-Value and 0 Non-Null Value ROW 2781: has 28 Null-Value and 0 Non-Null Value ROW 2782: has 28 Null-Value and 0 Non-Null Value ROW 2783: has 28 Null-Value and 0 Non-Null Value ROW 2784: has 28 Null-Value and 0 Non-Null Value ROW 2785: has 28 Null-Value and 0 Non-Null Value ROW 2786: has 27 Null-Value and 1 Non-Null Value ROW 2787: has 28 Null-Value and 0 Non-Null Value ROW 2788: has 28 Null-Value and 0 Non-Null Value ROW 2789: has 28 Null-Value and 0 Non-Null Value ROW 2790: has 28 Null-Value and 0 Non-Null Value ROW 2791: has 28 Null-Value and 0 Non-Null Value ROW 2792: has 28 Null-Value and 0 Non-Null Value ROW 2793: has 28 Null-Value and 0 Non-Null Value ROW 2794: has 27 Null-Value and 1 Non-Null Value ROW 2795: has 28 Null-Value and 0 Non-Null Value ROW 2796: has 27 Null-Value and 1 Non-Null Value ROW 2797: has 28 Null-Value and 0 Non-Null Value ROW 2798: has 28 Null-Value and 0 Non-Null Value ROW 2799: has 28 Null-Value and 0 Non-Null Value ROW 2800: has 28 Null-Value and 0 Non-Null Value ROW 2801: has 28 Null-Value and 0 Non-Null Value ROW 2802: has 27 Null-Value and 1 Non-Null Value ROW 2803: has 28 Null-Value and 0 Non-Null Value ROW 2804: has 28 Null-Value and 0 Non-Null Value ROW 2805: has 28 Null-Value and 0 Non-Null Value ROW 2806: has 28 Null-Value and 0 Non-Null Value ROW 2807: has 28 Null-Value and 0 Non-Null Value ROW 2808: has 28 Null-Value and 0 Non-Null Value ROW 2809: has 27 Null-Value and 1 Non-Null Value ROW 2810: has 28 Null-Value and 0 Non-Null Value ROW 2811: has 28 Null-Value and 0 Non-Null Value ROW 2812: has 27 Null-Value and 1 Non-Null Value ROW 2813: has 28 Null-Value and 0 Non-Null Value ROW 2814: has 27 Null-Value and 1 Non-Null Value ROW 2815: has 28 Null-Value and 0 Non-Null Value ROW 2816: has 28 Null-Value and 0 Non-Null Value ROW 2817: has 26 Null-Value and 2 Non-Null Value ROW 2818: has 28 Null-Value and 0 Non-Null Value ROW 2819: has 28 Null-Value and 0 Non-Null Value ROW 2820: has 28 Null-Value and 0 Non-Null Value ROW 2821: has 28 Null-Value and 0 Non-Null Value ROW 2822: has 28 Null-Value and 0 Non-Null Value ROW 2823: has 28 Null-Value and 0 Non-Null Value ROW 2824: has 24 Null-Value and 4 Non-Null Value ROW 2825: has 28 Null-Value and 0 Non-Null Value ROW 2826: has 28 Null-Value and 0 Non-Null Value ROW 2827: has 27 Null-Value and 1 Non-Null Value ROW 2828: has 20 Null-Value and 8 Non-Null Value ROW 2829: has 28 Null-Value and 0 Non-Null Value ROW 2830: has 28 Null-Value and 0 Non-Null Value ROW 2831: has 27 Null-Value and 1 Non-Null Value ROW 2832: has 28 Null-Value and 0 Non-Null Value ROW 2833: has 28 Null-Value and 0 Non-Null Value ROW 2834: has 28 Null-Value and 0 Non-Null Value ROW 2835: has 28 Null-Value and 0 Non-Null Value ROW 2836: has 28 Null-Value and 0 Non-Null Value ROW 2837: has 28 Null-Value and 0 Non-Null Value ROW 2838: has 28 Null-Value and 0 Non-Null Value ROW 2839: has 28 Null-Value and 0 Non-Null Value ROW 2840: has 28 Null-Value and 0 Non-Null Value ROW 2841: has 28 Null-Value and 0 Non-Null Value ROW 2842: has 28 Null-Value and 0 Non-Null Value ROW 2843: has 28 Null-Value and 0 Non-Null Value ROW 2844: has 28 Null-Value and 0 Non-Null Value ROW 2845: has 28 Null-Value and 0 Non-Null Value ROW 2846: has 28 Null-Value and 0 Non-Null Value ROW 2847: has 28 Null-Value and 0 Non-Null Value ROW 2848: has 28 Null-Value and 0 Non-Null Value ROW 2849: has 28 Null-Value and 0 Non-Null Value ROW 2850: has 28 Null-Value and 0 Non-Null Value ROW 2851: has 28 Null-Value and 0 Non-Null Value ROW 2852: has 28 Null-Value and 0 Non-Null Value ROW 2853: has 28 Null-Value and 0 Non-Null Value ROW 2854: has 28 Null-Value and 0 Non-Null Value ROW 2855: has 28 Null-Value and 0 Non-Null Value ROW 2856: has 28 Null-Value and 0 Non-Null Value ROW 2857: has 28 Null-Value and 0 Non-Null Value ROW 2858: has 28 Null-Value and 0 Non-Null Value ROW 2859: has 28 Null-Value and 0 Non-Null Value ROW 2860: has 28 Null-Value and 0 Non-Null Value ROW 2861: has 28 Null-Value and 0 Non-Null Value ROW 2862: has 28 Null-Value and 0 Non-Null Value ROW 2863: has 28 Null-Value and 0 Non-Null Value ROW 2864: has 28 Null-Value and 0 Non-Null Value ROW 2865: has 27 Null-Value and 1 Non-Null Value ROW 2866: has 28 Null-Value and 0 Non-Null Value ROW 2867: has 28 Null-Value and 0 Non-Null Value ROW 2868: has 28 Null-Value and 0 Non-Null Value ROW 2869: has 28 Null-Value and 0 Non-Null Value ROW 2870: has 20 Null-Value and 8 Non-Null Value ROW 2871: has 28 Null-Value and 0 Non-Null Value ROW 2872: has 28 Null-Value and 0 Non-Null Value ROW 2873: has 28 Null-Value and 0 Non-Null Value ROW 2874: has 28 Null-Value and 0 Non-Null Value ROW 2875: has 28 Null-Value and 0 Non-Null Value ROW 2876: has 28 Null-Value and 0 Non-Null Value ROW 2877: has 28 Null-Value and 0 Non-Null Value ROW 2878: has 28 Null-Value and 0 Non-Null Value ROW 2879: has 28 Null-Value and 0 Non-Null Value ROW 2880: has 28 Null-Value and 0 Non-Null Value ROW 2881: has 28 Null-Value and 0 Non-Null Value ROW 2882: has 28 Null-Value and 0 Non-Null Value ROW 2883: has 28 Null-Value and 0 Non-Null Value ROW 2884: has 28 Null-Value and 0 Non-Null Value ROW 2885: has 28 Null-Value and 0 Non-Null Value ROW 2886: has 28 Null-Value and 0 Non-Null Value ROW 2887: has 28 Null-Value and 0 Non-Null Value ROW 2888: has 28 Null-Value and 0 Non-Null Value ROW 2889: has 28 Null-Value and 0 Non-Null Value ROW 2890: has 28 Null-Value and 0 Non-Null Value ROW 2891: has 28 Null-Value and 0 Non-Null Value ROW 2892: has 25 Null-Value and 3 Non-Null Value ROW 2893: has 28 Null-Value and 0 Non-Null Value ROW 2894: has 28 Null-Value and 0 Non-Null Value ROW 2895: has 27 Null-Value and 1 Non-Null Value ROW 2896: has 28 Null-Value and 0 Non-Null Value ROW 2897: has 28 Null-Value and 0 Non-Null Value ROW 2898: has 28 Null-Value and 0 Non-Null Value ROW 2899: has 27 Null-Value and 1 Non-Null Value ROW 2900: has 28 Null-Value and 0 Non-Null Value ROW 2901: has 28 Null-Value and 0 Non-Null Value ROW 2902: has 27 Null-Value and 1 Non-Null Value ROW 2903: has 28 Null-Value and 0 Non-Null Value ROW 2904: has 26 Null-Value and 2 Non-Null Value ROW 2905: has 28 Null-Value and 0 Non-Null Value ROW 2906: has 28 Null-Value and 0 Non-Null Value ROW 2907: has 28 Null-Value and 0 Non-Null Value ROW 2908: has 28 Null-Value and 0 Non-Null Value ROW 2909: has 28 Null-Value and 0 Non-Null Value ROW 2910: has 28 Null-Value and 0 Non-Null Value ROW 2911: has 28 Null-Value and 0 Non-Null Value ROW 2912: has 28 Null-Value and 0 Non-Null Value ROW 2913: has 28 Null-Value and 0 Non-Null Value ROW 2914: has 28 Null-Value and 0 Non-Null Value ROW 2915: has 28 Null-Value and 0 Non-Null Value ROW 2916: has 28 Null-Value and 0 Non-Null Value ROW 2917: has 28 Null-Value and 0 Non-Null Value ROW 2918: has 28 Null-Value and 0 Non-Null Value ROW 2919: has 28 Null-Value and 0 Non-Null Value ROW 2920: has 28 Null-Value and 0 Non-Null Value ROW 2921: has 28 Null-Value and 0 Non-Null Value ROW 2922: has 28 Null-Value and 0 Non-Null Value ROW 2923: has 28 Null-Value and 0 Non-Null Value ROW 2924: has 28 Null-Value and 0 Non-Null Value ROW 2925: has 28 Null-Value and 0 Non-Null Value ROW 2926: has 28 Null-Value and 0 Non-Null Value ROW 2927: has 28 Null-Value and 0 Non-Null Value ROW 2928: has 28 Null-Value and 0 Non-Null Value ROW 2929: has 28 Null-Value and 0 Non-Null Value ROW 2930: has 28 Null-Value and 0 Non-Null Value ROW 2931: has 28 Null-Value and 0 Non-Null Value ROW 2932: has 28 Null-Value and 0 Non-Null Value ROW 2933: has 28 Null-Value and 0 Non-Null Value ROW 2934: has 28 Null-Value and 0 Non-Null Value ROW 2935: has 28 Null-Value and 0 Non-Null Value ROW 2936: has 28 Null-Value and 0 Non-Null Value ROW 2937: has 27 Null-Value and 1 Non-Null Value ROW 2938: has 28 Null-Value and 0 Non-Null Value ROW 2939: has 28 Null-Value and 0 Non-Null Value ROW 2940: has 28 Null-Value and 0 Non-Null Value ROW 2941: has 28 Null-Value and 0 Non-Null Value ROW 2942: has 28 Null-Value and 0 Non-Null Value ROW 2943: has 28 Null-Value and 0 Non-Null Value ROW 2944: has 28 Null-Value and 0 Non-Null Value ROW 2945: has 28 Null-Value and 0 Non-Null Value ROW 2946: has 28 Null-Value and 0 Non-Null Value ROW 2947: has 28 Null-Value and 0 Non-Null Value ROW 2948: has 28 Null-Value and 0 Non-Null Value ROW 2949: has 28 Null-Value and 0 Non-Null Value ROW 2950: has 27 Null-Value and 1 Non-Null Value ROW 2951: has 28 Null-Value and 0 Non-Null Value ROW 2952: has 23 Null-Value and 5 Non-Null Value ROW 2953: has 28 Null-Value and 0 Non-Null Value ROW 2954: has 28 Null-Value and 0 Non-Null Value ROW 2955: has 27 Null-Value and 1 Non-Null Value ROW 2956: has 28 Null-Value and 0 Non-Null Value ROW 2957: has 28 Null-Value and 0 Non-Null Value ROW 2958: has 27 Null-Value and 1 Non-Null Value ROW 2959: has 28 Null-Value and 0 Non-Null Value ROW 2960: has 28 Null-Value and 0 Non-Null Value ROW 2961: has 28 Null-Value and 0 Non-Null Value ROW 2962: has 28 Null-Value and 0 Non-Null Value ROW 2963: has 28 Null-Value and 0 Non-Null Value ROW 2964: has 27 Null-Value and 1 Non-Null Value ROW 2965: has 28 Null-Value and 0 Non-Null Value ROW 2966: has 27 Null-Value and 1 Non-Null Value ROW 2967: has 27 Null-Value and 1 Non-Null Value ROW 2968: has 27 Null-Value and 1 Non-Null Value ROW 2969: has 27 Null-Value and 1 Non-Null Value ROW 2970: has 28 Null-Value and 0 Non-Null Value ROW 2971: has 28 Null-Value and 0 Non-Null Value ROW 2972: has 28 Null-Value and 0 Non-Null Value ROW 2973: has 28 Null-Value and 0 Non-Null Value ROW 2974: has 28 Null-Value and 0 Non-Null Value ROW 2975: has 28 Null-Value and 0 Non-Null Value ROW 2976: has 28 Null-Value and 0 Non-Null Value ROW 2977: has 28 Null-Value and 0 Non-Null Value ROW 2978: has 28 Null-Value and 0 Non-Null Value ROW 2979: has 28 Null-Value and 0 Non-Null Value ROW 2980: has 28 Null-Value and 0 Non-Null Value ROW 2981: has 28 Null-Value and 0 Non-Null Value ROW 2982: has 28 Null-Value and 0 Non-Null Value ROW 2983: has 28 Null-Value and 0 Non-Null Value ROW 2984: has 28 Null-Value and 0 Non-Null Value ROW 2985: has 28 Null-Value and 0 Non-Null Value ROW 2986: has 28 Null-Value and 0 Non-Null Value ROW 2987: has 28 Null-Value and 0 Non-Null Value ROW 2988: has 28 Null-Value and 0 Non-Null Value ROW 2989: has 27 Null-Value and 1 Non-Null Value ROW 2990: has 28 Null-Value and 0 Non-Null Value ROW 2991: has 28 Null-Value and 0 Non-Null Value ROW 2992: has 28 Null-Value and 0 Non-Null Value ROW 2993: has 28 Null-Value and 0 Non-Null Value ROW 2994: has 28 Null-Value and 0 Non-Null Value ROW 2995: has 28 Null-Value and 0 Non-Null Value ROW 2996: has 28 Null-Value and 0 Non-Null Value ROW 2997: has 28 Null-Value and 0 Non-Null Value ROW 2998: has 28 Null-Value and 0 Non-Null Value ROW 2999: has 28 Null-Value and 0 Non-Null Value ROW 3000: has 28 Null-Value and 0 Non-Null Value ROW 3001: has 28 Null-Value and 0 Non-Null Value ROW 3002: has 28 Null-Value and 0 Non-Null Value ROW 3003: has 27 Null-Value and 1 Non-Null Value ROW 3004: has 28 Null-Value and 0 Non-Null Value ROW 3005: has 28 Null-Value and 0 Non-Null Value ROW 3006: has 28 Null-Value and 0 Non-Null Value ROW 3007: has 27 Null-Value and 1 Non-Null Value ROW 3008: has 27 Null-Value and 1 Non-Null Value ROW 3009: has 28 Null-Value and 0 Non-Null Value ROW 3010: has 28 Null-Value and 0 Non-Null Value ROW 3011: has 25 Null-Value and 3 Non-Null Value ROW 3012: has 27 Null-Value and 1 Non-Null Value ROW 3013: has 28 Null-Value and 0 Non-Null Value ROW 3014: has 27 Null-Value and 1 Non-Null Value ROW 3015: has 27 Null-Value and 1 Non-Null Value ROW 3016: has 27 Null-Value and 1 Non-Null Value ROW 3017: has 28 Null-Value and 0 Non-Null Value ROW 3018: has 25 Null-Value and 3 Non-Null Value ROW 3019: has 28 Null-Value and 0 Non-Null Value ROW 3020: has 27 Null-Value and 1 Non-Null Value ROW 3021: has 27 Null-Value and 1 Non-Null Value ROW 3022: has 25 Null-Value and 3 Non-Null Value ROW 3023: has 28 Null-Value and 0 Non-Null Value ROW 3024: has 28 Null-Value and 0 Non-Null Value ROW 3025: has 28 Null-Value and 0 Non-Null Value ROW 3026: has 28 Null-Value and 0 Non-Null Value ROW 3027: has 27 Null-Value and 1 Non-Null Value ROW 3028: has 28 Null-Value and 0 Non-Null Value ROW 3029: has 28 Null-Value and 0 Non-Null Value ROW 3030: has 27 Null-Value and 1 Non-Null Value ROW 3031: has 28 Null-Value and 0 Non-Null Value ROW 3032: has 28 Null-Value and 0 Non-Null Value ROW 3033: has 25 Null-Value and 3 Non-Null Value ROW 3034: has 28 Null-Value and 0 Non-Null Value ROW 3035: has 27 Null-Value and 1 Non-Null Value ROW 3036: has 28 Null-Value and 0 Non-Null Value ROW 3037: has 28 Null-Value and 0 Non-Null Value ROW 3038: has 28 Null-Value and 0 Non-Null Value ROW 3039: has 28 Null-Value and 0 Non-Null Value ROW 3040: has 28 Null-Value and 0 Non-Null Value ROW 3041: has 27 Null-Value and 1 Non-Null Value ROW 3042: has 28 Null-Value and 0 Non-Null Value ROW 3043: has 28 Null-Value and 0 Non-Null Value ROW 3044: has 28 Null-Value and 0 Non-Null Value ROW 3045: has 27 Null-Value and 1 Non-Null Value ROW 3046: has 28 Null-Value and 0 Non-Null Value ROW 3047: has 28 Null-Value and 0 Non-Null Value ROW 3048: has 27 Null-Value and 1 Non-Null Value ROW 3049: has 28 Null-Value and 0 Non-Null Value ROW 3050: has 28 Null-Value and 0 Non-Null Value ROW 3051: has 28 Null-Value and 0 Non-Null Value ROW 3052: has 28 Null-Value and 0 Non-Null Value ROW 3053: has 28 Null-Value and 0 Non-Null Value ROW 3054: has 28 Null-Value and 0 Non-Null Value ROW 3055: has 28 Null-Value and 0 Non-Null Value ROW 3056: has 28 Null-Value and 0 Non-Null Value ROW 3057: has 28 Null-Value and 0 Non-Null Value ROW 3058: has 28 Null-Value and 0 Non-Null Value ROW 3059: has 28 Null-Value and 0 Non-Null Value ROW 3060: has 28 Null-Value and 0 Non-Null Value ROW 3061: has 28 Null-Value and 0 Non-Null Value ROW 3062: has 28 Null-Value and 0 Non-Null Value ROW 3063: has 28 Null-Value and 0 Non-Null Value ROW 3064: has 28 Null-Value and 0 Non-Null Value ROW 3065: has 28 Null-Value and 0 Non-Null Value ROW 3066: has 27 Null-Value and 1 Non-Null Value ROW 3067: has 27 Null-Value and 1 Non-Null Value ROW 3068: has 28 Null-Value and 0 Non-Null Value ROW 3069: has 28 Null-Value and 0 Non-Null Value ROW 3070: has 27 Null-Value and 1 Non-Null Value ROW 3071: has 28 Null-Value and 0 Non-Null Value ROW 3072: has 26 Null-Value and 2 Non-Null Value ROW 3073: has 27 Null-Value and 1 Non-Null Value ROW 3074: has 28 Null-Value and 0 Non-Null Value ROW 3075: has 28 Null-Value and 0 Non-Null Value ROW 3076: has 28 Null-Value and 0 Non-Null Value ROW 3077: has 28 Null-Value and 0 Non-Null Value ROW 3078: has 28 Null-Value and 0 Non-Null Value ROW 3079: has 28 Null-Value and 0 Non-Null Value ROW 3080: has 28 Null-Value and 0 Non-Null Value ROW 3081: has 28 Null-Value and 0 Non-Null Value ROW 3082: has 27 Null-Value and 1 Non-Null Value ROW 3083: has 27 Null-Value and 1 Non-Null Value ROW 3084: has 21 Null-Value and 7 Non-Null Value ROW 3085: has 25 Null-Value and 3 Non-Null Value ROW 3086: has 27 Null-Value and 1 Non-Null Value ROW 3087: has 28 Null-Value and 0 Non-Null Value ROW 3088: has 26 Null-Value and 2 Non-Null Value ROW 3089: has 28 Null-Value and 0 Non-Null Value ROW 3090: has 27 Null-Value and 1 Non-Null Value ROW 3091: has 28 Null-Value and 0 Non-Null Value ROW 3092: has 28 Null-Value and 0 Non-Null Value ROW 3093: has 28 Null-Value and 0 Non-Null Value ROW 3094: has 28 Null-Value and 0 Non-Null Value ROW 3095: has 28 Null-Value and 0 Non-Null Value ROW 3096: has 28 Null-Value and 0 Non-Null Value ROW 3097: has 28 Null-Value and 0 Non-Null Value ROW 3098: has 28 Null-Value and 0 Non-Null Value ROW 3099: has 28 Null-Value and 0 Non-Null Value ROW 3100: has 28 Null-Value and 0 Non-Null Value ROW 3101: has 27 Null-Value and 1 Non-Null Value ROW 3102: has 28 Null-Value and 0 Non-Null Value ROW 3103: has 28 Null-Value and 0 Non-Null Value ROW 3104: has 28 Null-Value and 0 Non-Null Value ROW 3105: has 28 Null-Value and 0 Non-Null Value ROW 3106: has 28 Null-Value and 0 Non-Null Value ROW 3107: has 28 Null-Value and 0 Non-Null Value ROW 3108: has 28 Null-Value and 0 Non-Null Value ROW 3109: has 28 Null-Value and 0 Non-Null Value ROW 3110: has 28 Null-Value and 0 Non-Null Value ROW 3111: has 27 Null-Value and 1 Non-Null Value ROW 3112: has 28 Null-Value and 0 Non-Null Value ROW 3113: has 28 Null-Value and 0 Non-Null Value ROW 3114: has 28 Null-Value and 0 Non-Null Value ROW 3115: has 28 Null-Value and 0 Non-Null Value ROW 3116: has 28 Null-Value and 0 Non-Null Value ROW 3117: has 28 Null-Value and 0 Non-Null Value ROW 3118: has 28 Null-Value and 0 Non-Null Value ROW 3119: has 28 Null-Value and 0 Non-Null Value ROW 3120: has 28 Null-Value and 0 Non-Null Value ROW 3121: has 28 Null-Value and 0 Non-Null Value ROW 3122: has 28 Null-Value and 0 Non-Null Value ROW 3123: has 28 Null-Value and 0 Non-Null Value ROW 3124: has 28 Null-Value and 0 Non-Null Value ROW 3125: has 28 Null-Value and 0 Non-Null Value ROW 3126: has 28 Null-Value and 0 Non-Null Value ROW 3127: has 28 Null-Value and 0 Non-Null Value ROW 3128: has 28 Null-Value and 0 Non-Null Value ROW 3129: has 26 Null-Value and 2 Non-Null Value ROW 3130: has 27 Null-Value and 1 Non-Null Value ROW 3131: has 28 Null-Value and 0 Non-Null Value ROW 3132: has 28 Null-Value and 0 Non-Null Value ROW 3133: has 28 Null-Value and 0 Non-Null Value ROW 3134: has 28 Null-Value and 0 Non-Null Value ROW 3135: has 28 Null-Value and 0 Non-Null Value ROW 3136: has 28 Null-Value and 0 Non-Null Value ROW 3137: has 27 Null-Value and 1 Non-Null Value ROW 3138: has 27 Null-Value and 1 Non-Null Value ROW 3139: has 28 Null-Value and 0 Non-Null Value ROW 3140: has 28 Null-Value and 0 Non-Null Value ROW 3141: has 28 Null-Value and 0 Non-Null Value ROW 3142: has 28 Null-Value and 0 Non-Null Value ROW 3143: has 28 Null-Value and 0 Non-Null Value ROW 3144: has 28 Null-Value and 0 Non-Null Value ROW 3145: has 28 Null-Value and 0 Non-Null Value ROW 3146: has 28 Null-Value and 0 Non-Null Value ROW 3147: has 28 Null-Value and 0 Non-Null Value ROW 3148: has 27 Null-Value and 1 Non-Null Value ROW 3149: has 28 Null-Value and 0 Non-Null Value ROW 3150: has 28 Null-Value and 0 Non-Null Value ROW 3151: has 28 Null-Value and 0 Non-Null Value ROW 3152: has 28 Null-Value and 0 Non-Null Value ROW 3153: has 27 Null-Value and 1 Non-Null Value ROW 3154: has 28 Null-Value and 0 Non-Null Value ROW 3155: has 28 Null-Value and 0 Non-Null Value ROW 3156: has 28 Null-Value and 0 Non-Null Value ROW 3157: has 28 Null-Value and 0 Non-Null Value ROW 3158: has 28 Null-Value and 0 Non-Null Value ROW 3159: has 28 Null-Value and 0 Non-Null Value ROW 3160: has 28 Null-Value and 0 Non-Null Value ROW 3161: has 28 Null-Value and 0 Non-Null Value ROW 3162: has 28 Null-Value and 0 Non-Null Value ROW 3163: has 28 Null-Value and 0 Non-Null Value ROW 3164: has 28 Null-Value and 0 Non-Null Value ROW 3165: has 28 Null-Value and 0 Non-Null Value ROW 3166: has 27 Null-Value and 1 Non-Null Value ROW 3167: has 28 Null-Value and 0 Non-Null Value ROW 3168: has 28 Null-Value and 0 Non-Null Value ROW 3169: has 28 Null-Value and 0 Non-Null Value ROW 3170: has 28 Null-Value and 0 Non-Null Value ROW 3171: has 28 Null-Value and 0 Non-Null Value ROW 3172: has 28 Null-Value and 0 Non-Null Value ROW 3173: has 27 Null-Value and 1 Non-Null Value ROW 3174: has 23 Null-Value and 5 Non-Null Value ROW 3175: has 28 Null-Value and 0 Non-Null Value ROW 3176: has 28 Null-Value and 0 Non-Null Value ROW 3177: has 28 Null-Value and 0 Non-Null Value ROW 3178: has 28 Null-Value and 0 Non-Null Value ROW 3179: has 28 Null-Value and 0 Non-Null Value ROW 3180: has 28 Null-Value and 0 Non-Null Value ROW 3181: has 28 Null-Value and 0 Non-Null Value ROW 3182: has 27 Null-Value and 1 Non-Null Value ROW 3183: has 27 Null-Value and 1 Non-Null Value ROW 3184: has 28 Null-Value and 0 Non-Null Value ROW 3185: has 28 Null-Value and 0 Non-Null Value ROW 3186: has 28 Null-Value and 0 Non-Null Value ROW 3187: has 27 Null-Value and 1 Non-Null Value ROW 3188: has 28 Null-Value and 0 Non-Null Value ROW 3189: has 28 Null-Value and 0 Non-Null Value ROW 3190: has 28 Null-Value and 0 Non-Null Value ROW 3191: has 28 Null-Value and 0 Non-Null Value ROW 3192: has 28 Null-Value and 0 Non-Null Value ROW 3193: has 28 Null-Value and 0 Non-Null Value ROW 3194: has 28 Null-Value and 0 Non-Null Value ROW 3195: has 28 Null-Value and 0 Non-Null Value ROW 3196: has 28 Null-Value and 0 Non-Null Value ROW 3197: has 28 Null-Value and 0 Non-Null Value ROW 3198: has 28 Null-Value and 0 Non-Null Value ROW 3199: has 28 Null-Value and 0 Non-Null Value ROW 3200: has 28 Null-Value and 0 Non-Null Value ROW 3201: has 28 Null-Value and 0 Non-Null Value ROW 3202: has 28 Null-Value and 0 Non-Null Value ROW 3203: has 28 Null-Value and 0 Non-Null Value ROW 3204: has 28 Null-Value and 0 Non-Null Value ROW 3205: has 28 Null-Value and 0 Non-Null Value ROW 3206: has 28 Null-Value and 0 Non-Null Value ROW 3207: has 24 Null-Value and 4 Non-Null Value ROW 3208: has 27 Null-Value and 1 Non-Null Value ROW 3209: has 28 Null-Value and 0 Non-Null Value ROW 3210: has 28 Null-Value and 0 Non-Null Value ROW 3211: has 28 Null-Value and 0 Non-Null Value ROW 3212: has 28 Null-Value and 0 Non-Null Value ROW 3213: has 28 Null-Value and 0 Non-Null Value ROW 3214: has 28 Null-Value and 0 Non-Null Value ROW 3215: has 27 Null-Value and 1 Non-Null Value ROW 3216: has 28 Null-Value and 0 Non-Null Value ROW 3217: has 28 Null-Value and 0 Non-Null Value ROW 3218: has 28 Null-Value and 0 Non-Null Value ROW 3219: has 28 Null-Value and 0 Non-Null Value ROW 3220: has 27 Null-Value and 1 Non-Null Value ROW 3221: has 28 Null-Value and 0 Non-Null Value ROW 3222: has 26 Null-Value and 2 Non-Null Value ROW 3223: has 27 Null-Value and 1 Non-Null Value ROW 3224: has 28 Null-Value and 0 Non-Null Value ROW 3225: has 28 Null-Value and 0 Non-Null Value ROW 3226: has 27 Null-Value and 1 Non-Null Value ROW 3227: has 28 Null-Value and 0 Non-Null Value ROW 3228: has 28 Null-Value and 0 Non-Null Value ROW 3229: has 27 Null-Value and 1 Non-Null Value ROW 3230: has 28 Null-Value and 0 Non-Null Value ROW 3231: has 27 Null-Value and 1 Non-Null Value ROW 3232: has 26 Null-Value and 2 Non-Null Value ROW 3233: has 27 Null-Value and 1 Non-Null Value ROW 3234: has 28 Null-Value and 0 Non-Null Value ROW 3235: has 28 Null-Value and 0 Non-Null Value ROW 3236: has 28 Null-Value and 0 Non-Null Value ROW 3237: has 28 Null-Value and 0 Non-Null Value ROW 3238: has 26 Null-Value and 2 Non-Null Value ROW 3239: has 27 Null-Value and 1 Non-Null Value ROW 3240: has 26 Null-Value and 2 Non-Null Value ROW 3241: has 28 Null-Value and 0 Non-Null Value ROW 3242: has 28 Null-Value and 0 Non-Null Value ROW 3243: has 26 Null-Value and 2 Non-Null Value ROW 3244: has 28 Null-Value and 0 Non-Null Value ROW 3245: has 27 Null-Value and 1 Non-Null Value ROW 3246: has 26 Null-Value and 2 Non-Null Value ROW 3247: has 27 Null-Value and 1 Non-Null Value ROW 3248: has 24 Null-Value and 4 Non-Null Value ROW 3249: has 27 Null-Value and 1 Non-Null Value ROW 3250: has 27 Null-Value and 1 Non-Null Value ROW 3251: has 27 Null-Value and 1 Non-Null Value ROW 3252: has 27 Null-Value and 1 Non-Null Value ROW 3253: has 27 Null-Value and 1 Non-Null Value ROW 3254: has 25 Null-Value and 3 Non-Null Value ROW 3255: has 28 Null-Value and 0 Non-Null Value ROW 3256: has 27 Null-Value and 1 Non-Null Value ROW 3257: has 26 Null-Value and 2 Non-Null Value ROW 3258: has 27 Null-Value and 1 Non-Null Value ROW 3259: has 28 Null-Value and 0 Non-Null Value ROW 3260: has 28 Null-Value and 0 Non-Null Value ROW 3261: has 26 Null-Value and 2 Non-Null Value ROW 3262: has 28 Null-Value and 0 Non-Null Value ROW 3263: has 26 Null-Value and 2 Non-Null Value ROW 3264: has 28 Null-Value and 0 Non-Null Value ROW 3265: has 28 Null-Value and 0 Non-Null Value ROW 3266: has 27 Null-Value and 1 Non-Null Value ROW 3267: has 28 Null-Value and 0 Non-Null Value ROW 3268: has 27 Null-Value and 1 Non-Null Value ROW 3269: has 27 Null-Value and 1 Non-Null Value ROW 3270: has 26 Null-Value and 2 Non-Null Value ROW 3271: has 28 Null-Value and 0 Non-Null Value ROW 3272: has 26 Null-Value and 2 Non-Null Value ROW 3273: has 26 Null-Value and 2 Non-Null Value ROW 3274: has 28 Null-Value and 0 Non-Null Value ROW 3275: has 27 Null-Value and 1 Non-Null Value ROW 3276: has 28 Null-Value and 0 Non-Null Value ROW 3277: has 28 Null-Value and 0 Non-Null Value ROW 3278: has 28 Null-Value and 0 Non-Null Value ROW 3279: has 28 Null-Value and 0 Non-Null Value ROW 3280: has 28 Null-Value and 0 Non-Null Value ROW 3281: has 28 Null-Value and 0 Non-Null Value ROW 3282: has 27 Null-Value and 1 Non-Null Value ROW 3283: has 25 Null-Value and 3 Non-Null Value ROW 3284: has 28 Null-Value and 0 Non-Null Value ROW 3285: has 28 Null-Value and 0 Non-Null Value ROW 3286: has 28 Null-Value and 0 Non-Null Value ROW 3287: has 28 Null-Value and 0 Non-Null Value ROW 3288: has 28 Null-Value and 0 Non-Null Value ROW 3289: has 28 Null-Value and 0 Non-Null Value ROW 3290: has 28 Null-Value and 0 Non-Null Value ROW 3291: has 28 Null-Value and 0 Non-Null Value ROW 3292: has 28 Null-Value and 0 Non-Null Value ROW 3293: has 27 Null-Value and 1 Non-Null Value ROW 3294: has 28 Null-Value and 0 Non-Null Value ROW 3295: has 27 Null-Value and 1 Non-Null Value ROW 3296: has 28 Null-Value and 0 Non-Null Value ROW 3297: has 27 Null-Value and 1 Non-Null Value ROW 3298: has 27 Null-Value and 1 Non-Null Value ROW 3299: has 28 Null-Value and 0 Non-Null Value ROW 3300: has 28 Null-Value and 0 Non-Null Value ROW 3301: has 28 Null-Value and 0 Non-Null Value ROW 3302: has 27 Null-Value and 1 Non-Null Value ROW 3303: has 23 Null-Value and 5 Non-Null Value ROW 3304: has 27 Null-Value and 1 Non-Null Value ROW 3305: has 28 Null-Value and 0 Non-Null Value ROW 3306: has 28 Null-Value and 0 Non-Null Value ROW 3307: has 28 Null-Value and 0 Non-Null Value ROW 3308: has 27 Null-Value and 1 Non-Null Value ROW 3309: has 27 Null-Value and 1 Non-Null Value ROW 3310: has 28 Null-Value and 0 Non-Null Value ROW 3311: has 28 Null-Value and 0 Non-Null Value ROW 3312: has 28 Null-Value and 0 Non-Null Value ROW 3313: has 24 Null-Value and 4 Non-Null Value ROW 3314: has 28 Null-Value and 0 Non-Null Value ROW 3315: has 28 Null-Value and 0 Non-Null Value ROW 3316: has 28 Null-Value and 0 Non-Null Value ROW 3317: has 27 Null-Value and 1 Non-Null Value ROW 3318: has 28 Null-Value and 0 Non-Null Value ROW 3319: has 28 Null-Value and 0 Non-Null Value ROW 3320: has 26 Null-Value and 2 Non-Null Value ROW 3321: has 27 Null-Value and 1 Non-Null Value ROW 3322: has 27 Null-Value and 1 Non-Null Value ROW 3323: has 28 Null-Value and 0 Non-Null Value ROW 3324: has 26 Null-Value and 2 Non-Null Value ROW 3325: has 27 Null-Value and 1 Non-Null Value ROW 3326: has 27 Null-Value and 1 Non-Null Value ROW 3327: has 27 Null-Value and 1 Non-Null Value ROW 3328: has 28 Null-Value and 0 Non-Null Value ROW 3329: has 23 Null-Value and 5 Non-Null Value ROW 3330: has 28 Null-Value and 0 Non-Null Value ROW 3331: has 27 Null-Value and 1 Non-Null Value ROW 3332: has 28 Null-Value and 0 Non-Null Value ROW 3333: has 28 Null-Value and 0 Non-Null Value ROW 3334: has 28 Null-Value and 0 Non-Null Value ROW 3335: has 27 Null-Value and 1 Non-Null Value ROW 3336: has 27 Null-Value and 1 Non-Null Value ROW 3337: has 28 Null-Value and 0 Non-Null Value ROW 3338: has 27 Null-Value and 1 Non-Null Value ROW 3339: has 28 Null-Value and 0 Non-Null Value ROW 3340: has 28 Null-Value and 0 Non-Null Value ROW 3341: has 27 Null-Value and 1 Non-Null Value ROW 3342: has 26 Null-Value and 2 Non-Null Value ROW 3343: has 28 Null-Value and 0 Non-Null Value ROW 3344: has 28 Null-Value and 0 Non-Null Value ROW 3345: has 28 Null-Value and 0 Non-Null Value ROW 3346: has 24 Null-Value and 4 Non-Null Value ROW 3347: has 28 Null-Value and 0 Non-Null Value ROW 3348: has 25 Null-Value and 3 Non-Null Value ROW 3349: has 27 Null-Value and 1 Non-Null Value ROW 3350: has 26 Null-Value and 2 Non-Null Value ROW 3351: has 28 Null-Value and 0 Non-Null Value ROW 3352: has 27 Null-Value and 1 Non-Null Value ROW 3353: has 28 Null-Value and 0 Non-Null Value ROW 3354: has 26 Null-Value and 2 Non-Null Value ROW 3355: has 28 Null-Value and 0 Non-Null Value ROW 3356: has 27 Null-Value and 1 Non-Null Value ROW 3357: has 28 Null-Value and 0 Non-Null Value ROW 3358: has 28 Null-Value and 0 Non-Null Value ROW 3359: has 28 Null-Value and 0 Non-Null Value ROW 3360: has 28 Null-Value and 0 Non-Null Value ROW 3361: has 28 Null-Value and 0 Non-Null Value ROW 3362: has 28 Null-Value and 0 Non-Null Value ROW 3363: has 28 Null-Value and 0 Non-Null Value ROW 3364: has 28 Null-Value and 0 Non-Null Value ROW 3365: has 28 Null-Value and 0 Non-Null Value ROW 3366: has 28 Null-Value and 0 Non-Null Value ROW 3367: has 28 Null-Value and 0 Non-Null Value ROW 3368: has 28 Null-Value and 0 Non-Null Value ROW 3369: has 28 Null-Value and 0 Non-Null Value ROW 3370: has 27 Null-Value and 1 Non-Null Value ROW 3371: has 28 Null-Value and 0 Non-Null Value ROW 3372: has 27 Null-Value and 1 Non-Null Value ROW 3373: has 23 Null-Value and 5 Non-Null Value ROW 3374: has 28 Null-Value and 0 Non-Null Value ROW 3375: has 28 Null-Value and 0 Non-Null Value ROW 3376: has 23 Null-Value and 5 Non-Null Value ROW 3377: has 28 Null-Value and 0 Non-Null Value ROW 3378: has 28 Null-Value and 0 Non-Null Value ROW 3379: has 27 Null-Value and 1 Non-Null Value ROW 3380: has 28 Null-Value and 0 Non-Null Value ROW 3381: has 28 Null-Value and 0 Non-Null Value ROW 3382: has 28 Null-Value and 0 Non-Null Value ROW 3383: has 28 Null-Value and 0 Non-Null Value ROW 3384: has 28 Null-Value and 0 Non-Null Value ROW 3385: has 27 Null-Value and 1 Non-Null Value ROW 3386: has 28 Null-Value and 0 Non-Null Value ROW 3387: has 27 Null-Value and 1 Non-Null Value ROW 3388: has 28 Null-Value and 0 Non-Null Value ROW 3389: has 28 Null-Value and 0 Non-Null Value ROW 3390: has 27 Null-Value and 1 Non-Null Value ROW 3391: has 28 Null-Value and 0 Non-Null Value ROW 3392: has 28 Null-Value and 0 Non-Null Value ROW 3393: has 27 Null-Value and 1 Non-Null Value ROW 3394: has 28 Null-Value and 0 Non-Null Value ROW 3395: has 28 Null-Value and 0 Non-Null Value ROW 3396: has 27 Null-Value and 1 Non-Null Value ROW 3397: has 22 Null-Value and 6 Non-Null Value ROW 3398: has 28 Null-Value and 0 Non-Null Value ROW 3399: has 28 Null-Value and 0 Non-Null Value ROW 3400: has 28 Null-Value and 0 Non-Null Value ROW 3401: has 28 Null-Value and 0 Non-Null Value ROW 3402: has 28 Null-Value and 0 Non-Null Value ROW 3403: has 28 Null-Value and 0 Non-Null Value ROW 3404: has 28 Null-Value and 0 Non-Null Value ROW 3405: has 28 Null-Value and 0 Non-Null Value ROW 3406: has 28 Null-Value and 0 Non-Null Value ROW 3407: has 27 Null-Value and 1 Non-Null Value ROW 3408: has 28 Null-Value and 0 Non-Null Value ROW 3409: has 28 Null-Value and 0 Non-Null Value ROW 3410: has 28 Null-Value and 0 Non-Null Value ROW 3411: has 28 Null-Value and 0 Non-Null Value ROW 3412: has 25 Null-Value and 3 Non-Null Value ROW 3413: has 28 Null-Value and 0 Non-Null Value ROW 3414: has 27 Null-Value and 1 Non-Null Value ROW 3415: has 28 Null-Value and 0 Non-Null Value ROW 3416: has 28 Null-Value and 0 Non-Null Value ROW 3417: has 28 Null-Value and 0 Non-Null Value ROW 3418: has 28 Null-Value and 0 Non-Null Value ROW 3419: has 21 Null-Value and 7 Non-Null Value ROW 3420: has 28 Null-Value and 0 Non-Null Value ROW 3421: has 28 Null-Value and 0 Non-Null Value ROW 3422: has 27 Null-Value and 1 Non-Null Value ROW 3423: has 28 Null-Value and 0 Non-Null Value ROW 3424: has 27 Null-Value and 1 Non-Null Value ROW 3425: has 27 Null-Value and 1 Non-Null Value ROW 3426: has 26 Null-Value and 2 Non-Null Value ROW 3427: has 25 Null-Value and 3 Non-Null Value ROW 3428: has 28 Null-Value and 0 Non-Null Value ROW 3429: has 26 Null-Value and 2 Non-Null Value ROW 3430: has 27 Null-Value and 1 Non-Null Value ROW 3431: has 26 Null-Value and 2 Non-Null Value ROW 3432: has 28 Null-Value and 0 Non-Null Value ROW 3433: has 26 Null-Value and 2 Non-Null Value ROW 3434: has 28 Null-Value and 0 Non-Null Value ROW 3435: has 28 Null-Value and 0 Non-Null Value ROW 3436: has 28 Null-Value and 0 Non-Null Value ROW 3437: has 26 Null-Value and 2 Non-Null Value ROW 3438: has 28 Null-Value and 0 Non-Null Value ROW 3439: has 28 Null-Value and 0 Non-Null Value ROW 3440: has 28 Null-Value and 0 Non-Null Value ROW 3441: has 27 Null-Value and 1 Non-Null Value ROW 3442: has 28 Null-Value and 0 Non-Null Value ROW 3443: has 28 Null-Value and 0 Non-Null Value ROW 3444: has 28 Null-Value and 0 Non-Null Value ROW 3445: has 28 Null-Value and 0 Non-Null Value ROW 3446: has 27 Null-Value and 1 Non-Null Value ROW 3447: has 28 Null-Value and 0 Non-Null Value ROW 3448: has 27 Null-Value and 1 Non-Null Value ROW 3449: has 26 Null-Value and 2 Non-Null Value ROW 3450: has 28 Null-Value and 0 Non-Null Value ROW 3451: has 24 Null-Value and 4 Non-Null Value ROW 3452: has 28 Null-Value and 0 Non-Null Value ROW 3453: has 28 Null-Value and 0 Non-Null Value ROW 3454: has 25 Null-Value and 3 Non-Null Value ROW 3455: has 26 Null-Value and 2 Non-Null Value ROW 3456: has 28 Null-Value and 0 Non-Null Value ROW 3457: has 27 Null-Value and 1 Non-Null Value ROW 3458: has 26 Null-Value and 2 Non-Null Value ROW 3459: has 28 Null-Value and 0 Non-Null Value ROW 3460: has 28 Null-Value and 0 Non-Null Value ROW 3461: has 28 Null-Value and 0 Non-Null Value ROW 3462: has 28 Null-Value and 0 Non-Null Value ROW 3463: has 28 Null-Value and 0 Non-Null Value ROW 3464: has 27 Null-Value and 1 Non-Null Value ROW 3465: has 28 Null-Value and 0 Non-Null Value ROW 3466: has 28 Null-Value and 0 Non-Null Value ROW 3467: has 28 Null-Value and 0 Non-Null Value ROW 3468: has 28 Null-Value and 0 Non-Null Value ROW 3469: has 28 Null-Value and 0 Non-Null Value ROW 3470: has 28 Null-Value and 0 Non-Null Value ROW 3471: has 28 Null-Value and 0 Non-Null Value ROW 3472: has 28 Null-Value and 0 Non-Null Value ROW 3473: has 28 Null-Value and 0 Non-Null Value ROW 3474: has 27 Null-Value and 1 Non-Null Value ROW 3475: has 28 Null-Value and 0 Non-Null Value ROW 3476: has 28 Null-Value and 0 Non-Null Value ROW 3477: has 28 Null-Value and 0 Non-Null Value ROW 3478: has 28 Null-Value and 0 Non-Null Value ROW 3479: has 28 Null-Value and 0 Non-Null Value ROW 3480: has 28 Null-Value and 0 Non-Null Value ROW 3481: has 23 Null-Value and 5 Non-Null Value ROW 3482: has 28 Null-Value and 0 Non-Null Value ROW 3483: has 28 Null-Value and 0 Non-Null Value ROW 3484: has 28 Null-Value and 0 Non-Null Value ROW 3485: has 28 Null-Value and 0 Non-Null Value ROW 3486: has 26 Null-Value and 2 Non-Null Value ROW 3487: has 28 Null-Value and 0 Non-Null Value ROW 3488: has 28 Null-Value and 0 Non-Null Value ROW 3489: has 28 Null-Value and 0 Non-Null Value ROW 3490: has 24 Null-Value and 4 Non-Null Value ROW 3491: has 28 Null-Value and 0 Non-Null Value ROW 3492: has 28 Null-Value and 0 Non-Null Value ROW 3493: has 28 Null-Value and 0 Non-Null Value ROW 3494: has 28 Null-Value and 0 Non-Null Value ROW 3495: has 26 Null-Value and 2 Non-Null Value ROW 3496: has 28 Null-Value and 0 Non-Null Value ROW 3497: has 28 Null-Value and 0 Non-Null Value ROW 3498: has 28 Null-Value and 0 Non-Null Value ROW 3499: has 27 Null-Value and 1 Non-Null Value ROW 3500: has 28 Null-Value and 0 Non-Null Value ROW 3501: has 28 Null-Value and 0 Non-Null Value ROW 3502: has 28 Null-Value and 0 Non-Null Value ROW 3503: has 28 Null-Value and 0 Non-Null Value ROW 3504: has 28 Null-Value and 0 Non-Null Value ROW 3505: has 28 Null-Value and 0 Non-Null Value ROW 3506: has 28 Null-Value and 0 Non-Null Value ROW 3507: has 22 Null-Value and 6 Non-Null Value ROW 3508: has 28 Null-Value and 0 Non-Null Value ROW 3509: has 23 Null-Value and 5 Non-Null Value ROW 3510: has 27 Null-Value and 1 Non-Null Value ROW 3511: has 28 Null-Value and 0 Non-Null Value ROW 3512: has 28 Null-Value and 0 Non-Null Value ROW 3513: has 28 Null-Value and 0 Non-Null Value ROW 3514: has 28 Null-Value and 0 Non-Null Value ROW 3515: has 28 Null-Value and 0 Non-Null Value ROW 3516: has 28 Null-Value and 0 Non-Null Value ROW 3517: has 26 Null-Value and 2 Non-Null Value ROW 3518: has 28 Null-Value and 0 Non-Null Value ROW 3519: has 26 Null-Value and 2 Non-Null Value ROW 3520: has 28 Null-Value and 0 Non-Null Value ROW 3521: has 28 Null-Value and 0 Non-Null Value ROW 3522: has 28 Null-Value and 0 Non-Null Value ROW 3523: has 28 Null-Value and 0 Non-Null Value ROW 3524: has 27 Null-Value and 1 Non-Null Value ROW 3525: has 28 Null-Value and 0 Non-Null Value ROW 3526: has 28 Null-Value and 0 Non-Null Value ROW 3527: has 27 Null-Value and 1 Non-Null Value ROW 3528: has 26 Null-Value and 2 Non-Null Value ROW 3529: has 28 Null-Value and 0 Non-Null Value ROW 3530: has 28 Null-Value and 0 Non-Null Value ROW 3531: has 28 Null-Value and 0 Non-Null Value ROW 3532: has 27 Null-Value and 1 Non-Null Value ROW 3533: has 28 Null-Value and 0 Non-Null Value ROW 3534: has 28 Null-Value and 0 Non-Null Value ROW 3535: has 27 Null-Value and 1 Non-Null Value ROW 3536: has 25 Null-Value and 3 Non-Null Value ROW 3537: has 27 Null-Value and 1 Non-Null Value ROW 3538: has 26 Null-Value and 2 Non-Null Value ROW 3539: has 23 Null-Value and 5 Non-Null Value ROW 3540: has 28 Null-Value and 0 Non-Null Value ROW 3541: has 25 Null-Value and 3 Non-Null Value ROW 3542: has 28 Null-Value and 0 Non-Null Value ROW 3543: has 27 Null-Value and 1 Non-Null Value ROW 3544: has 25 Null-Value and 3 Non-Null Value ROW 3545: has 26 Null-Value and 2 Non-Null Value ROW 3546: has 27 Null-Value and 1 Non-Null Value ROW 3547: has 28 Null-Value and 0 Non-Null Value ROW 3548: has 28 Null-Value and 0 Non-Null Value ROW 3549: has 28 Null-Value and 0 Non-Null Value ROW 3550: has 28 Null-Value and 0 Non-Null Value ROW 3551: has 28 Null-Value and 0 Non-Null Value ROW 3552: has 27 Null-Value and 1 Non-Null Value ROW 3553: has 28 Null-Value and 0 Non-Null Value ROW 3554: has 28 Null-Value and 0 Non-Null Value ROW 3555: has 28 Null-Value and 0 Non-Null Value ROW 3556: has 28 Null-Value and 0 Non-Null Value ROW 3557: has 28 Null-Value and 0 Non-Null Value ROW 3558: has 26 Null-Value and 2 Non-Null Value ROW 3559: has 28 Null-Value and 0 Non-Null Value ROW 3560: has 28 Null-Value and 0 Non-Null Value ROW 3561: has 28 Null-Value and 0 Non-Null Value ROW 3562: has 28 Null-Value and 0 Non-Null Value ROW 3563: has 27 Null-Value and 1 Non-Null Value ROW 3564: has 28 Null-Value and 0 Non-Null Value ROW 3565: has 28 Null-Value and 0 Non-Null Value ROW 3566: has 28 Null-Value and 0 Non-Null Value ROW 3567: has 28 Null-Value and 0 Non-Null Value ROW 3568: has 28 Null-Value and 0 Non-Null Value ROW 3569: has 28 Null-Value and 0 Non-Null Value ROW 3570: has 28 Null-Value and 0 Non-Null Value ROW 3571: has 27 Null-Value and 1 Non-Null Value ROW 3572: has 28 Null-Value and 0 Non-Null Value ROW 3573: has 27 Null-Value and 1 Non-Null Value ROW 3574: has 28 Null-Value and 0 Non-Null Value ROW 3575: has 28 Null-Value and 0 Non-Null Value ROW 3576: has 28 Null-Value and 0 Non-Null Value ROW 3577: has 28 Null-Value and 0 Non-Null Value ROW 3578: has 27 Null-Value and 1 Non-Null Value ROW 3579: has 22 Null-Value and 6 Non-Null Value ROW 3580: has 28 Null-Value and 0 Non-Null Value ROW 3581: has 28 Null-Value and 0 Non-Null Value ROW 3582: has 28 Null-Value and 0 Non-Null Value ROW 3583: has 28 Null-Value and 0 Non-Null Value ROW 3584: has 28 Null-Value and 0 Non-Null Value ROW 3585: has 28 Null-Value and 0 Non-Null Value ROW 3586: has 28 Null-Value and 0 Non-Null Value ROW 3587: has 28 Null-Value and 0 Non-Null Value ROW 3588: has 28 Null-Value and 0 Non-Null Value ROW 3589: has 28 Null-Value and 0 Non-Null Value ROW 3590: has 28 Null-Value and 0 Non-Null Value ROW 3591: has 28 Null-Value and 0 Non-Null Value ROW 3592: has 28 Null-Value and 0 Non-Null Value ROW 3593: has 28 Null-Value and 0 Non-Null Value ROW 3594: has 28 Null-Value and 0 Non-Null Value ROW 3595: has 28 Null-Value and 0 Non-Null Value ROW 3596: has 28 Null-Value and 0 Non-Null Value ROW 3597: has 28 Null-Value and 0 Non-Null Value ROW 3598: has 28 Null-Value and 0 Non-Null Value ROW 3599: has 28 Null-Value and 0 Non-Null Value ROW 3600: has 28 Null-Value and 0 Non-Null Value ROW 3601: has 27 Null-Value and 1 Non-Null Value ROW 3602: has 27 Null-Value and 1 Non-Null Value ROW 3603: has 28 Null-Value and 0 Non-Null Value ROW 3604: has 22 Null-Value and 6 Non-Null Value ROW 3605: has 28 Null-Value and 0 Non-Null Value ROW 3606: has 28 Null-Value and 0 Non-Null Value ROW 3607: has 28 Null-Value and 0 Non-Null Value ROW 3608: has 28 Null-Value and 0 Non-Null Value ROW 3609: has 28 Null-Value and 0 Non-Null Value ROW 3610: has 25 Null-Value and 3 Non-Null Value ROW 3611: has 28 Null-Value and 0 Non-Null Value ROW 3612: has 28 Null-Value and 0 Non-Null Value ROW 3613: has 28 Null-Value and 0 Non-Null Value ROW 3614: has 28 Null-Value and 0 Non-Null Value ROW 3615: has 28 Null-Value and 0 Non-Null Value ROW 3616: has 28 Null-Value and 0 Non-Null Value ROW 3617: has 28 Null-Value and 0 Non-Null Value ROW 3618: has 28 Null-Value and 0 Non-Null Value ROW 3619: has 27 Null-Value and 1 Non-Null Value ROW 3620: has 28 Null-Value and 0 Non-Null Value ROW 3621: has 28 Null-Value and 0 Non-Null Value ROW 3622: has 28 Null-Value and 0 Non-Null Value ROW 3623: has 23 Null-Value and 5 Non-Null Value ROW 3624: has 28 Null-Value and 0 Non-Null Value ROW 3625: has 28 Null-Value and 0 Non-Null Value ROW 3626: has 25 Null-Value and 3 Non-Null Value ROW 3627: has 28 Null-Value and 0 Non-Null Value ROW 3628: has 28 Null-Value and 0 Non-Null Value ROW 3629: has 27 Null-Value and 1 Non-Null Value ROW 3630: has 27 Null-Value and 1 Non-Null Value ROW 3631: has 28 Null-Value and 0 Non-Null Value ROW 3632: has 27 Null-Value and 1 Non-Null Value ROW 3633: has 27 Null-Value and 1 Non-Null Value ROW 3634: has 28 Null-Value and 0 Non-Null Value ROW 3635: has 28 Null-Value and 0 Non-Null Value ROW 3636: has 27 Null-Value and 1 Non-Null Value ROW 3637: has 28 Null-Value and 0 Non-Null Value ROW 3638: has 27 Null-Value and 1 Non-Null Value ROW 3639: has 28 Null-Value and 0 Non-Null Value ROW 3640: has 28 Null-Value and 0 Non-Null Value ROW 3641: has 27 Null-Value and 1 Non-Null Value ROW 3642: has 28 Null-Value and 0 Non-Null Value ROW 3643: has 26 Null-Value and 2 Non-Null Value ROW 3644: has 27 Null-Value and 1 Non-Null Value ROW 3645: has 27 Null-Value and 1 Non-Null Value ROW 3646: has 26 Null-Value and 2 Non-Null Value ROW 3647: has 28 Null-Value and 0 Non-Null Value ROW 3648: has 27 Null-Value and 1 Non-Null Value ROW 3649: has 27 Null-Value and 1 Non-Null Value ROW 3650: has 22 Null-Value and 6 Non-Null Value ROW 3651: has 27 Null-Value and 1 Non-Null Value ROW 3652: has 28 Null-Value and 0 Non-Null Value ROW 3653: has 27 Null-Value and 1 Non-Null Value ROW 3654: has 28 Null-Value and 0 Non-Null Value ROW 3655: has 28 Null-Value and 0 Non-Null Value ROW 3656: has 25 Null-Value and 3 Non-Null Value ROW 3657: has 27 Null-Value and 1 Non-Null Value ROW 3658: has 27 Null-Value and 1 Non-Null Value ROW 3659: has 28 Null-Value and 0 Non-Null Value ROW 3660: has 27 Null-Value and 1 Non-Null Value ROW 3661: has 23 Null-Value and 5 Non-Null Value ROW 3662: has 28 Null-Value and 0 Non-Null Value ROW 3663: has 28 Null-Value and 0 Non-Null Value ROW 3664: has 28 Null-Value and 0 Non-Null Value ROW 3665: has 26 Null-Value and 2 Non-Null Value ROW 3666: has 28 Null-Value and 0 Non-Null Value ROW 3667: has 26 Null-Value and 2 Non-Null Value ROW 3668: has 28 Null-Value and 0 Non-Null Value ROW 3669: has 28 Null-Value and 0 Non-Null Value ROW 3670: has 28 Null-Value and 0 Non-Null Value ROW 3671: has 28 Null-Value and 0 Non-Null Value ROW 3672: has 28 Null-Value and 0 Non-Null Value ROW 3673: has 27 Null-Value and 1 Non-Null Value ROW 3674: has 28 Null-Value and 0 Non-Null Value ROW 3675: has 28 Null-Value and 0 Non-Null Value ROW 3676: has 26 Null-Value and 2 Non-Null Value ROW 3677: has 28 Null-Value and 0 Non-Null Value ROW 3678: has 28 Null-Value and 0 Non-Null Value ROW 3679: has 28 Null-Value and 0 Non-Null Value ROW 3680: has 28 Null-Value and 0 Non-Null Value ROW 3681: has 28 Null-Value and 0 Non-Null Value ROW 3682: has 28 Null-Value and 0 Non-Null Value ROW 3683: has 27 Null-Value and 1 Non-Null Value ROW 3684: has 28 Null-Value and 0 Non-Null Value ROW 3685: has 27 Null-Value and 1 Non-Null Value ROW 3686: has 25 Null-Value and 3 Non-Null Value ROW 3687: has 28 Null-Value and 0 Non-Null Value ROW 3688: has 28 Null-Value and 0 Non-Null Value ROW 3689: has 27 Null-Value and 1 Non-Null Value ROW 3690: has 28 Null-Value and 0 Non-Null Value ROW 3691: has 27 Null-Value and 1 Non-Null Value ROW 3692: has 28 Null-Value and 0 Non-Null Value ROW 3693: has 26 Null-Value and 2 Non-Null Value ROW 3694: has 27 Null-Value and 1 Non-Null Value ROW 3695: has 26 Null-Value and 2 Non-Null Value ROW 3696: has 28 Null-Value and 0 Non-Null Value ROW 3697: has 28 Null-Value and 0 Non-Null Value ROW 3698: has 28 Null-Value and 0 Non-Null Value ROW 3699: has 28 Null-Value and 0 Non-Null Value ROW 3700: has 28 Null-Value and 0 Non-Null Value ROW 3701: has 28 Null-Value and 0 Non-Null Value ROW 3702: has 28 Null-Value and 0 Non-Null Value ROW 3703: has 28 Null-Value and 0 Non-Null Value ROW 3704: has 28 Null-Value and 0 Non-Null Value ROW 3705: has 28 Null-Value and 0 Non-Null Value ROW 3706: has 28 Null-Value and 0 Non-Null Value ROW 3707: has 28 Null-Value and 0 Non-Null Value ROW 3708: has 27 Null-Value and 1 Non-Null Value ROW 3709: has 28 Null-Value and 0 Non-Null Value ROW 3710: has 28 Null-Value and 0 Non-Null Value ROW 3711: has 27 Null-Value and 1 Non-Null Value ROW 3712: has 28 Null-Value and 0 Non-Null Value ROW 3713: has 27 Null-Value and 1 Non-Null Value ROW 3714: has 28 Null-Value and 0 Non-Null Value ROW 3715: has 28 Null-Value and 0 Non-Null Value ROW 3716: has 28 Null-Value and 0 Non-Null Value ROW 3717: has 28 Null-Value and 0 Non-Null Value ROW 3718: has 28 Null-Value and 0 Non-Null Value ROW 3719: has 28 Null-Value and 0 Non-Null Value ROW 3720: has 28 Null-Value and 0 Non-Null Value ROW 3721: has 28 Null-Value and 0 Non-Null Value ROW 3722: has 27 Null-Value and 1 Non-Null Value ROW 3723: has 28 Null-Value and 0 Non-Null Value ROW 3724: has 28 Null-Value and 0 Non-Null Value ROW 3725: has 27 Null-Value and 1 Non-Null Value ROW 3726: has 28 Null-Value and 0 Non-Null Value ROW 3727: has 27 Null-Value and 1 Non-Null Value ROW 3728: has 28 Null-Value and 0 Non-Null Value ROW 3729: has 28 Null-Value and 0 Non-Null Value ROW 3730: has 28 Null-Value and 0 Non-Null Value ROW 3731: has 28 Null-Value and 0 Non-Null Value ROW 3732: has 28 Null-Value and 0 Non-Null Value ROW 3733: has 28 Null-Value and 0 Non-Null Value ROW 3734: has 27 Null-Value and 1 Non-Null Value ROW 3735: has 27 Null-Value and 1 Non-Null Value ROW 3736: has 28 Null-Value and 0 Non-Null Value ROW 3737: has 28 Null-Value and 0 Non-Null Value ROW 3738: has 28 Null-Value and 0 Non-Null Value ROW 3739: has 28 Null-Value and 0 Non-Null Value ROW 3740: has 28 Null-Value and 0 Non-Null Value ROW 3741: has 28 Null-Value and 0 Non-Null Value ROW 3742: has 28 Null-Value and 0 Non-Null Value ROW 3743: has 28 Null-Value and 0 Non-Null Value ROW 3744: has 28 Null-Value and 0 Non-Null Value ROW 3745: has 28 Null-Value and 0 Non-Null Value ROW 3746: has 28 Null-Value and 0 Non-Null Value ROW 3747: has 28 Null-Value and 0 Non-Null Value ROW 3748: has 28 Null-Value and 0 Non-Null Value ROW 3749: has 28 Null-Value and 0 Non-Null Value ROW 3750: has 28 Null-Value and 0 Non-Null Value ROW 3751: has 27 Null-Value and 1 Non-Null Value ROW 3752: has 26 Null-Value and 2 Non-Null Value ROW 3753: has 27 Null-Value and 1 Non-Null Value ROW 3754: has 28 Null-Value and 0 Non-Null Value ROW 3755: has 27 Null-Value and 1 Non-Null Value ROW 3756: has 26 Null-Value and 2 Non-Null Value ROW 3757: has 28 Null-Value and 0 Non-Null Value ROW 3758: has 28 Null-Value and 0 Non-Null Value ROW 3759: has 28 Null-Value and 0 Non-Null Value ROW 3760: has 27 Null-Value and 1 Non-Null Value ROW 3761: has 28 Null-Value and 0 Non-Null Value ROW 3762: has 27 Null-Value and 1 Non-Null Value ROW 3763: has 28 Null-Value and 0 Non-Null Value ROW 3764: has 27 Null-Value and 1 Non-Null Value ROW 3765: has 28 Null-Value and 0 Non-Null Value ROW 3766: has 27 Null-Value and 1 Non-Null Value ROW 3767: has 28 Null-Value and 0 Non-Null Value ROW 3768: has 28 Null-Value and 0 Non-Null Value ROW 3769: has 27 Null-Value and 1 Non-Null Value ROW 3770: has 27 Null-Value and 1 Non-Null Value ROW 3771: has 28 Null-Value and 0 Non-Null Value ROW 3772: has 28 Null-Value and 0 Non-Null Value ROW 3773: has 28 Null-Value and 0 Non-Null Value ROW 3774: has 26 Null-Value and 2 Non-Null Value ROW 3775: has 28 Null-Value and 0 Non-Null Value ROW 3776: has 28 Null-Value and 0 Non-Null Value ROW 3777: has 28 Null-Value and 0 Non-Null Value ROW 3778: has 28 Null-Value and 0 Non-Null Value ROW 3779: has 28 Null-Value and 0 Non-Null Value ROW 3780: has 28 Null-Value and 0 Non-Null Value ROW 3781: has 28 Null-Value and 0 Non-Null Value ROW 3782: has 28 Null-Value and 0 Non-Null Value ROW 3783: has 28 Null-Value and 0 Non-Null Value ROW 3784: has 28 Null-Value and 0 Non-Null Value ROW 3785: has 27 Null-Value and 1 Non-Null Value ROW 3786: has 27 Null-Value and 1 Non-Null Value ROW 3787: has 28 Null-Value and 0 Non-Null Value ROW 3788: has 28 Null-Value and 0 Non-Null Value ROW 3789: has 26 Null-Value and 2 Non-Null Value ROW 3790: has 27 Null-Value and 1 Non-Null Value ROW 3791: has 27 Null-Value and 1 Non-Null Value ROW 3792: has 27 Null-Value and 1 Non-Null Value ROW 3793: has 28 Null-Value and 0 Non-Null Value ROW 3794: has 27 Null-Value and 1 Non-Null Value ROW 3795: has 28 Null-Value and 0 Non-Null Value ROW 3796: has 27 Null-Value and 1 Non-Null Value ROW 3797: has 27 Null-Value and 1 Non-Null Value ROW 3798: has 28 Null-Value and 0 Non-Null Value ROW 3799: has 28 Null-Value and 0 Non-Null Value ROW 3800: has 23 Null-Value and 5 Non-Null Value ROW 3801: has 26 Null-Value and 2 Non-Null Value ROW 3802: has 27 Null-Value and 1 Non-Null Value ROW 3803: has 27 Null-Value and 1 Non-Null Value ROW 3804: has 27 Null-Value and 1 Non-Null Value ROW 3805: has 26 Null-Value and 2 Non-Null Value ROW 3806: has 23 Null-Value and 5 Non-Null Value ROW 3807: has 23 Null-Value and 5 Non-Null Value ROW 3808: has 27 Null-Value and 1 Non-Null Value ROW 3809: has 26 Null-Value and 2 Non-Null Value ROW 3810: has 24 Null-Value and 4 Non-Null Value ROW 3811: has 26 Null-Value and 2 Non-Null Value ROW 3812: has 27 Null-Value and 1 Non-Null Value ROW 3813: has 26 Null-Value and 2 Non-Null Value ROW 3814: has 27 Null-Value and 1 Non-Null Value ROW 3815: has 23 Null-Value and 5 Non-Null Value ROW 3816: has 22 Null-Value and 6 Non-Null Value ROW 3817: has 26 Null-Value and 2 Non-Null Value ROW 3818: has 24 Null-Value and 4 Non-Null Value ROW 3819: has 28 Null-Value and 0 Non-Null Value ROW 3820: has 27 Null-Value and 1 Non-Null Value ROW 3821: has 28 Null-Value and 0 Non-Null Value ROW 3822: has 27 Null-Value and 1 Non-Null Value ROW 3823: has 28 Null-Value and 0 Non-Null Value ROW 3824: has 28 Null-Value and 0 Non-Null Value ROW 3825: has 28 Null-Value and 0 Non-Null Value ROW 3826: has 28 Null-Value and 0 Non-Null Value ROW 3827: has 27 Null-Value and 1 Non-Null Value ROW 3828: has 26 Null-Value and 2 Non-Null Value ROW 3829: has 28 Null-Value and 0 Non-Null Value ROW 3830: has 27 Null-Value and 1 Non-Null Value ROW 3831: has 28 Null-Value and 0 Non-Null Value ROW 3832: has 24 Null-Value and 4 Non-Null Value ROW 3833: has 26 Null-Value and 2 Non-Null Value ROW 3834: has 22 Null-Value and 6 Non-Null Value ROW 3835: has 27 Null-Value and 1 Non-Null Value ROW 3836: has 27 Null-Value and 1 Non-Null Value ROW 3837: has 28 Null-Value and 0 Non-Null Value ROW 3838: has 24 Null-Value and 4 Non-Null Value ROW 3839: has 28 Null-Value and 0 Non-Null Value ROW 3840: has 26 Null-Value and 2 Non-Null Value ROW 3841: has 28 Null-Value and 0 Non-Null Value ROW 3842: has 27 Null-Value and 1 Non-Null Value ROW 3843: has 28 Null-Value and 0 Non-Null Value ROW 3844: has 27 Null-Value and 1 Non-Null Value ROW 3845: has 27 Null-Value and 1 Non-Null Value ROW 3846: has 28 Null-Value and 0 Non-Null Value ROW 3847: has 21 Null-Value and 7 Non-Null Value ROW 3848: has 28 Null-Value and 0 Non-Null Value ROW 3849: has 28 Null-Value and 0 Non-Null Value ROW 3850: has 26 Null-Value and 2 Non-Null Value ROW 3851: has 28 Null-Value and 0 Non-Null Value ROW 3852: has 27 Null-Value and 1 Non-Null Value ROW 3853: has 27 Null-Value and 1 Non-Null Value ROW 3854: has 28 Null-Value and 0 Non-Null Value ROW 3855: has 27 Null-Value and 1 Non-Null Value ROW 3856: has 28 Null-Value and 0 Non-Null Value ROW 3857: has 28 Null-Value and 0 Non-Null Value ROW 3858: has 27 Null-Value and 1 Non-Null Value ROW 3859: has 28 Null-Value and 0 Non-Null Value ROW 3860: has 26 Null-Value and 2 Non-Null Value ROW 3861: has 28 Null-Value and 0 Non-Null Value ROW 3862: has 28 Null-Value and 0 Non-Null Value ROW 3863: has 27 Null-Value and 1 Non-Null Value ROW 3864: has 27 Null-Value and 1 Non-Null Value ROW 3865: has 28 Null-Value and 0 Non-Null Value ROW 3866: has 23 Null-Value and 5 Non-Null Value ROW 3867: has 28 Null-Value and 0 Non-Null Value ROW 3868: has 27 Null-Value and 1 Non-Null Value ROW 3869: has 26 Null-Value and 2 Non-Null Value ROW 3870: has 26 Null-Value and 2 Non-Null Value ROW 3871: has 23 Null-Value and 5 Non-Null Value ROW 3872: has 26 Null-Value and 2 Non-Null Value ROW 3873: has 28 Null-Value and 0 Non-Null Value ROW 3874: has 27 Null-Value and 1 Non-Null Value ROW 3875: has 27 Null-Value and 1 Non-Null Value ROW 3876: has 28 Null-Value and 0 Non-Null Value ROW 3877: has 27 Null-Value and 1 Non-Null Value ROW 3878: has 26 Null-Value and 2 Non-Null Value ROW 3879: has 28 Null-Value and 0 Non-Null Value ROW 3880: has 27 Null-Value and 1 Non-Null Value ROW 3881: has 22 Null-Value and 6 Non-Null Value ROW 3882: has 27 Null-Value and 1 Non-Null Value ROW 3883: has 28 Null-Value and 0 Non-Null Value ROW 3884: has 28 Null-Value and 0 Non-Null Value ROW 3885: has 28 Null-Value and 0 Non-Null Value ROW 3886: has 28 Null-Value and 0 Non-Null Value ROW 3887: has 27 Null-Value and 1 Non-Null Value ROW 3888: has 28 Null-Value and 0 Non-Null Value ROW 3889: has 28 Null-Value and 0 Non-Null Value ROW 3890: has 28 Null-Value and 0 Non-Null Value ROW 3891: has 28 Null-Value and 0 Non-Null Value ROW 3892: has 28 Null-Value and 0 Non-Null Value ROW 3893: has 28 Null-Value and 0 Non-Null Value ROW 3894: has 28 Null-Value and 0 Non-Null Value ROW 3895: has 26 Null-Value and 2 Non-Null Value ROW 3896: has 27 Null-Value and 1 Non-Null Value ROW 3897: has 27 Null-Value and 1 Non-Null Value ROW 3898: has 28 Null-Value and 0 Non-Null Value ROW 3899: has 27 Null-Value and 1 Non-Null Value ROW 3900: has 23 Null-Value and 5 Non-Null Value ROW 3901: has 28 Null-Value and 0 Non-Null Value ROW 3902: has 28 Null-Value and 0 Non-Null Value ROW 3903: has 27 Null-Value and 1 Non-Null Value ROW 3904: has 27 Null-Value and 1 Non-Null Value ROW 3905: has 28 Null-Value and 0 Non-Null Value ROW 3906: has 28 Null-Value and 0 Non-Null Value ROW 3907: has 28 Null-Value and 0 Non-Null Value ROW 3908: has 28 Null-Value and 0 Non-Null Value ROW 3909: has 28 Null-Value and 0 Non-Null Value ROW 3910: has 28 Null-Value and 0 Non-Null Value ROW 3911: has 28 Null-Value and 0 Non-Null Value ROW 3912: has 27 Null-Value and 1 Non-Null Value ROW 3913: has 28 Null-Value and 0 Non-Null Value ROW 3914: has 27 Null-Value and 1 Non-Null Value ROW 3915: has 28 Null-Value and 0 Non-Null Value ROW 3916: has 28 Null-Value and 0 Non-Null Value ROW 3917: has 28 Null-Value and 0 Non-Null Value ROW 3918: has 28 Null-Value and 0 Non-Null Value ROW 3919: has 27 Null-Value and 1 Non-Null Value ROW 3920: has 27 Null-Value and 1 Non-Null Value ROW 3921: has 28 Null-Value and 0 Non-Null Value ROW 3922: has 28 Null-Value and 0 Non-Null Value ROW 3923: has 28 Null-Value and 0 Non-Null Value ROW 3924: has 28 Null-Value and 0 Non-Null Value ROW 3925: has 28 Null-Value and 0 Non-Null Value ROW 3926: has 28 Null-Value and 0 Non-Null Value ROW 3927: has 28 Null-Value and 0 Non-Null Value ROW 3928: has 28 Null-Value and 0 Non-Null Value ROW 3929: has 27 Null-Value and 1 Non-Null Value ROW 3930: has 28 Null-Value and 0 Non-Null Value ROW 3931: has 28 Null-Value and 0 Non-Null Value ROW 3932: has 28 Null-Value and 0 Non-Null Value ROW 3933: has 27 Null-Value and 1 Non-Null Value ROW 3934: has 27 Null-Value and 1 Non-Null Value ROW 3935: has 28 Null-Value and 0 Non-Null Value ROW 3936: has 28 Null-Value and 0 Non-Null Value ROW 3937: has 26 Null-Value and 2 Non-Null Value ROW 3938: has 28 Null-Value and 0 Non-Null Value ROW 3939: has 28 Null-Value and 0 Non-Null Value ROW 3940: has 28 Null-Value and 0 Non-Null Value ROW 3941: has 28 Null-Value and 0 Non-Null Value ROW 3942: has 28 Null-Value and 0 Non-Null Value ROW 3943: has 27 Null-Value and 1 Non-Null Value ROW 3944: has 28 Null-Value and 0 Non-Null Value ROW 3945: has 28 Null-Value and 0 Non-Null Value ROW 3946: has 27 Null-Value and 1 Non-Null Value ROW 3947: has 28 Null-Value and 0 Non-Null Value ROW 3948: has 27 Null-Value and 1 Non-Null Value ROW 3949: has 28 Null-Value and 0 Non-Null Value ROW 3950: has 28 Null-Value and 0 Non-Null Value ROW 3951: has 23 Null-Value and 5 Non-Null Value ROW 3952: has 28 Null-Value and 0 Non-Null Value ROW 3953: has 28 Null-Value and 0 Non-Null Value ROW 3954: has 27 Null-Value and 1 Non-Null Value ROW 3955: has 27 Null-Value and 1 Non-Null Value ROW 3956: has 26 Null-Value and 2 Non-Null Value ROW 3957: has 25 Null-Value and 3 Non-Null Value ROW 3958: has 27 Null-Value and 1 Non-Null Value ROW 3959: has 27 Null-Value and 1 Non-Null Value ROW 3960: has 27 Null-Value and 1 Non-Null Value ROW 3961: has 26 Null-Value and 2 Non-Null Value ROW 3962: has 27 Null-Value and 1 Non-Null Value ROW 3963: has 26 Null-Value and 2 Non-Null Value ROW 3964: has 26 Null-Value and 2 Non-Null Value ROW 3965: has 26 Null-Value and 2 Non-Null Value ROW 3966: has 26 Null-Value and 2 Non-Null Value ROW 3967: has 27 Null-Value and 1 Non-Null Value ROW 3968: has 27 Null-Value and 1 Non-Null Value ROW 3969: has 27 Null-Value and 1 Non-Null Value ROW 3970: has 28 Null-Value and 0 Non-Null Value ROW 3971: has 28 Null-Value and 0 Non-Null Value ROW 3972: has 28 Null-Value and 0 Non-Null Value ROW 3973: has 26 Null-Value and 2 Non-Null Value ROW 3974: has 28 Null-Value and 0 Non-Null Value ROW 3975: has 27 Null-Value and 1 Non-Null Value ROW 3976: has 27 Null-Value and 1 Non-Null Value ROW 3977: has 28 Null-Value and 0 Non-Null Value ROW 3978: has 28 Null-Value and 0 Non-Null Value ROW 3979: has 28 Null-Value and 0 Non-Null Value ROW 3980: has 28 Null-Value and 0 Non-Null Value ROW 3981: has 28 Null-Value and 0 Non-Null Value ROW 3982: has 23 Null-Value and 5 Non-Null Value ROW 3983: has 27 Null-Value and 1 Non-Null Value ROW 3984: has 28 Null-Value and 0 Non-Null Value ROW 3985: has 28 Null-Value and 0 Non-Null Value ROW 3986: has 27 Null-Value and 1 Non-Null Value ROW 3987: has 28 Null-Value and 0 Non-Null Value ROW 3988: has 28 Null-Value and 0 Non-Null Value ROW 3989: has 23 Null-Value and 5 Non-Null Value ROW 3990: has 28 Null-Value and 0 Non-Null Value ROW 3991: has 27 Null-Value and 1 Non-Null Value ROW 3992: has 27 Null-Value and 1 Non-Null Value ROW 3993: has 27 Null-Value and 1 Non-Null Value ROW 3994: has 27 Null-Value and 1 Non-Null Value ROW 3995: has 27 Null-Value and 1 Non-Null Value ROW 3996: has 28 Null-Value and 0 Non-Null Value ROW 3997: has 28 Null-Value and 0 Non-Null Value ROW 3998: has 28 Null-Value and 0 Non-Null Value ROW 3999: has 28 Null-Value and 0 Non-Null Value ROW 4000: has 28 Null-Value and 0 Non-Null Value ROW 4001: has 27 Null-Value and 1 Non-Null Value ROW 4002: has 26 Null-Value and 2 Non-Null Value ROW 4003: has 28 Null-Value and 0 Non-Null Value ROW 4004: has 28 Null-Value and 0 Non-Null Value ROW 4005: has 27 Null-Value and 1 Non-Null Value ROW 4006: has 28 Null-Value and 0 Non-Null Value ROW 4007: has 28 Null-Value and 0 Non-Null Value ROW 4008: has 28 Null-Value and 0 Non-Null Value ROW 4009: has 28 Null-Value and 0 Non-Null Value ROW 4010: has 28 Null-Value and 0 Non-Null Value ROW 4011: has 28 Null-Value and 0 Non-Null Value ROW 4012: has 27 Null-Value and 1 Non-Null Value ROW 4013: has 26 Null-Value and 2 Non-Null Value ROW 4014: has 27 Null-Value and 1 Non-Null Value ROW 4015: has 21 Null-Value and 7 Non-Null Value ROW 4016: has 26 Null-Value and 2 Non-Null Value ROW 4017: has 26 Null-Value and 2 Non-Null Value ROW 4018: has 25 Null-Value and 3 Non-Null Value ROW 4019: has 27 Null-Value and 1 Non-Null Value ROW 4020: has 27 Null-Value and 1 Non-Null Value ROW 4021: has 25 Null-Value and 3 Non-Null Value ROW 4022: has 27 Null-Value and 1 Non-Null Value ROW 4023: has 27 Null-Value and 1 Non-Null Value ROW 4024: has 28 Null-Value and 0 Non-Null Value ROW 4025: has 28 Null-Value and 0 Non-Null Value ROW 4026: has 26 Null-Value and 2 Non-Null Value ROW 4027: has 28 Null-Value and 0 Non-Null Value ROW 4028: has 28 Null-Value and 0 Non-Null Value ROW 4029: has 28 Null-Value and 0 Non-Null Value ROW 4030: has 28 Null-Value and 0 Non-Null Value ROW 4031: has 26 Null-Value and 2 Non-Null Value ROW 4032: has 27 Null-Value and 1 Non-Null Value ROW 4033: has 28 Null-Value and 0 Non-Null Value ROW 4034: has 27 Null-Value and 1 Non-Null Value ROW 4035: has 28 Null-Value and 0 Non-Null Value ROW 4036: has 27 Null-Value and 1 Non-Null Value ROW 4037: has 26 Null-Value and 2 Non-Null Value ROW 4038: has 27 Null-Value and 1 Non-Null Value ROW 4039: has 27 Null-Value and 1 Non-Null Value ROW 4040: has 27 Null-Value and 1 Non-Null Value ROW 4041: has 27 Null-Value and 1 Non-Null Value ROW 4042: has 27 Null-Value and 1 Non-Null Value ROW 4043: has 28 Null-Value and 0 Non-Null Value ROW 4044: has 28 Null-Value and 0 Non-Null Value ROW 4045: has 27 Null-Value and 1 Non-Null Value ROW 4046: has 28 Null-Value and 0 Non-Null Value ROW 4047: has 28 Null-Value and 0 Non-Null Value ROW 4048: has 27 Null-Value and 1 Non-Null Value ROW 4049: has 27 Null-Value and 1 Non-Null Value ROW 4050: has 28 Null-Value and 0 Non-Null Value ROW 4051: has 28 Null-Value and 0 Non-Null Value ROW 4052: has 28 Null-Value and 0 Non-Null Value ROW 4053: has 28 Null-Value and 0 Non-Null Value ROW 4054: has 28 Null-Value and 0 Non-Null Value ROW 4055: has 27 Null-Value and 1 Non-Null Value ROW 4056: has 28 Null-Value and 0 Non-Null Value ROW 4057: has 28 Null-Value and 0 Non-Null Value ROW 4058: has 28 Null-Value and 0 Non-Null Value ROW 4059: has 28 Null-Value and 0 Non-Null Value ROW 4060: has 28 Null-Value and 0 Non-Null Value ROW 4061: has 27 Null-Value and 1 Non-Null Value ROW 4062: has 27 Null-Value and 1 Non-Null Value ROW 4063: has 28 Null-Value and 0 Non-Null Value ROW 4064: has 27 Null-Value and 1 Non-Null Value ROW 4065: has 28 Null-Value and 0 Non-Null Value ROW 4066: has 28 Null-Value and 0 Non-Null Value ROW 4067: has 28 Null-Value and 0 Non-Null Value ROW 4068: has 27 Null-Value and 1 Non-Null Value ROW 4069: has 27 Null-Value and 1 Non-Null Value ROW 4070: has 28 Null-Value and 0 Non-Null Value ROW 4071: has 27 Null-Value and 1 Non-Null Value ROW 4072: has 28 Null-Value and 0 Non-Null Value ROW 4073: has 27 Null-Value and 1 Non-Null Value ROW 4074: has 26 Null-Value and 2 Non-Null Value ROW 4075: has 28 Null-Value and 0 Non-Null Value ROW 4076: has 27 Null-Value and 1 Non-Null Value ROW 4077: has 27 Null-Value and 1 Non-Null Value ROW 4078: has 27 Null-Value and 1 Non-Null Value ROW 4079: has 23 Null-Value and 5 Non-Null Value ROW 4080: has 27 Null-Value and 1 Non-Null Value ROW 4081: has 28 Null-Value and 0 Non-Null Value ROW 4082: has 28 Null-Value and 0 Non-Null Value ROW 4083: has 28 Null-Value and 0 Non-Null Value ROW 4084: has 28 Null-Value and 0 Non-Null Value ROW 4085: has 26 Null-Value and 2 Non-Null Value ROW 4086: has 28 Null-Value and 0 Non-Null Value ROW 4087: has 21 Null-Value and 7 Non-Null Value ROW 4088: has 27 Null-Value and 1 Non-Null Value ROW 4089: has 28 Null-Value and 0 Non-Null Value ROW 4090: has 28 Null-Value and 0 Non-Null Value ROW 4091: has 28 Null-Value and 0 Non-Null Value ROW 4092: has 27 Null-Value and 1 Non-Null Value ROW 4093: has 27 Null-Value and 1 Non-Null Value ROW 4094: has 28 Null-Value and 0 Non-Null Value ROW 4095: has 28 Null-Value and 0 Non-Null Value ROW 4096: has 27 Null-Value and 1 Non-Null Value ROW 4097: has 28 Null-Value and 0 Non-Null Value ROW 4098: has 28 Null-Value and 0 Non-Null Value ROW 4099: has 28 Null-Value and 0 Non-Null Value ROW 4100: has 27 Null-Value and 1 Non-Null Value ROW 4101: has 28 Null-Value and 0 Non-Null Value ROW 4102: has 27 Null-Value and 1 Non-Null Value ROW 4103: has 28 Null-Value and 0 Non-Null Value ROW 4104: has 28 Null-Value and 0 Non-Null Value ROW 4105: has 28 Null-Value and 0 Non-Null Value ROW 4106: has 28 Null-Value and 0 Non-Null Value ROW 4107: has 28 Null-Value and 0 Non-Null Value ROW 4108: has 26 Null-Value and 2 Non-Null Value ROW 4109: has 27 Null-Value and 1 Non-Null Value ROW 4110: has 26 Null-Value and 2 Non-Null Value ROW 4111: has 27 Null-Value and 1 Non-Null Value ROW 4112: has 27 Null-Value and 1 Non-Null Value ROW 4113: has 22 Null-Value and 6 Non-Null Value ROW 4114: has 28 Null-Value and 0 Non-Null Value ROW 4115: has 22 Null-Value and 6 Non-Null Value ROW 4116: has 25 Null-Value and 3 Non-Null Value ROW 4117: has 28 Null-Value and 0 Non-Null Value ROW 4118: has 28 Null-Value and 0 Non-Null Value ROW 4119: has 22 Null-Value and 6 Non-Null Value ROW 4120: has 28 Null-Value and 0 Non-Null Value ROW 4121: has 26 Null-Value and 2 Non-Null Value ROW 4122: has 28 Null-Value and 0 Non-Null Value ROW 4123: has 28 Null-Value and 0 Non-Null Value ROW 4124: has 28 Null-Value and 0 Non-Null Value ROW 4125: has 27 Null-Value and 1 Non-Null Value ROW 4126: has 26 Null-Value and 2 Non-Null Value ROW 4127: has 27 Null-Value and 1 Non-Null Value ROW 4128: has 28 Null-Value and 0 Non-Null Value ROW 4129: has 26 Null-Value and 2 Non-Null Value ROW 4130: has 27 Null-Value and 1 Non-Null Value ROW 4131: has 26 Null-Value and 2 Non-Null Value ROW 4132: has 26 Null-Value and 2 Non-Null Value ROW 4133: has 27 Null-Value and 1 Non-Null Value ROW 4134: has 27 Null-Value and 1 Non-Null Value ROW 4135: has 27 Null-Value and 1 Non-Null Value ROW 4136: has 25 Null-Value and 3 Non-Null Value ROW 4137: has 26 Null-Value and 2 Non-Null Value ROW 4138: has 25 Null-Value and 3 Non-Null Value ROW 4139: has 26 Null-Value and 2 Non-Null Value ROW 4140: has 26 Null-Value and 2 Non-Null Value ROW 4141: has 28 Null-Value and 0 Non-Null Value ROW 4142: has 27 Null-Value and 1 Non-Null Value ROW 4143: has 26 Null-Value and 2 Non-Null Value ROW 4144: has 28 Null-Value and 0 Non-Null Value ROW 4145: has 27 Null-Value and 1 Non-Null Value ROW 4146: has 25 Null-Value and 3 Non-Null Value ROW 4147: has 28 Null-Value and 0 Non-Null Value ROW 4148: has 25 Null-Value and 3 Non-Null Value ROW 4149: has 27 Null-Value and 1 Non-Null Value ROW 4150: has 27 Null-Value and 1 Non-Null Value ROW 4151: has 28 Null-Value and 0 Non-Null Value ROW 4152: has 26 Null-Value and 2 Non-Null Value ROW 4153: has 27 Null-Value and 1 Non-Null Value ROW 4154: has 28 Null-Value and 0 Non-Null Value ROW 4155: has 28 Null-Value and 0 Non-Null Value ROW 4156: has 28 Null-Value and 0 Non-Null Value ROW 4157: has 28 Null-Value and 0 Non-Null Value ROW 4158: has 28 Null-Value and 0 Non-Null Value ROW 4159: has 28 Null-Value and 0 Non-Null Value ROW 4160: has 27 Null-Value and 1 Non-Null Value ROW 4161: has 28 Null-Value and 0 Non-Null Value ROW 4162: has 27 Null-Value and 1 Non-Null Value ROW 4163: has 24 Null-Value and 4 Non-Null Value ROW 4164: has 26 Null-Value and 2 Non-Null Value ROW 4165: has 27 Null-Value and 1 Non-Null Value ROW 4166: has 26 Null-Value and 2 Non-Null Value ROW 4167: has 27 Null-Value and 1 Non-Null Value ROW 4168: has 28 Null-Value and 0 Non-Null Value ROW 4169: has 28 Null-Value and 0 Non-Null Value ROW 4170: has 27 Null-Value and 1 Non-Null Value ROW 4171: has 28 Null-Value and 0 Non-Null Value ROW 4172: has 27 Null-Value and 1 Non-Null Value ROW 4173: has 28 Null-Value and 0 Non-Null Value ROW 4174: has 26 Null-Value and 2 Non-Null Value ROW 4175: has 28 Null-Value and 0 Non-Null Value ROW 4176: has 26 Null-Value and 2 Non-Null Value ROW 4177: has 27 Null-Value and 1 Non-Null Value ROW 4178: has 27 Null-Value and 1 Non-Null Value ROW 4179: has 25 Null-Value and 3 Non-Null Value ROW 4180: has 28 Null-Value and 0 Non-Null Value ROW 4181: has 28 Null-Value and 0 Non-Null Value ROW 4182: has 28 Null-Value and 0 Non-Null Value ROW 4183: has 28 Null-Value and 0 Non-Null Value ROW 4184: has 28 Null-Value and 0 Non-Null Value ROW 4185: has 27 Null-Value and 1 Non-Null Value ROW 4186: has 27 Null-Value and 1 Non-Null Value ROW 4187: has 28 Null-Value and 0 Non-Null Value ROW 4188: has 28 Null-Value and 0 Non-Null Value ROW 4189: has 28 Null-Value and 0 Non-Null Value ROW 4190: has 28 Null-Value and 0 Non-Null Value ROW 4191: has 26 Null-Value and 2 Non-Null Value ROW 4192: has 28 Null-Value and 0 Non-Null Value ROW 4193: has 27 Null-Value and 1 Non-Null Value ROW 4194: has 27 Null-Value and 1 Non-Null Value ROW 4195: has 28 Null-Value and 0 Non-Null Value ROW 4196: has 28 Null-Value and 0 Non-Null Value ROW 4197: has 28 Null-Value and 0 Non-Null Value ROW 4198: has 26 Null-Value and 2 Non-Null Value ROW 4199: has 28 Null-Value and 0 Non-Null Value ROW 4200: has 28 Null-Value and 0 Non-Null Value ROW 4201: has 26 Null-Value and 2 Non-Null Value ROW 4202: has 28 Null-Value and 0 Non-Null Value ROW 4203: has 28 Null-Value and 0 Non-Null Value ROW 4204: has 28 Null-Value and 0 Non-Null Value ROW 4205: has 28 Null-Value and 0 Non-Null Value ROW 4206: has 28 Null-Value and 0 Non-Null Value ROW 4207: has 28 Null-Value and 0 Non-Null Value ROW 4208: has 28 Null-Value and 0 Non-Null Value ROW 4209: has 26 Null-Value and 2 Non-Null Value ROW 4210: has 27 Null-Value and 1 Non-Null Value ROW 4211: has 24 Null-Value and 4 Non-Null Value ROW 4212: has 28 Null-Value and 0 Non-Null Value ROW 4213: has 28 Null-Value and 0 Non-Null Value ROW 4214: has 27 Null-Value and 1 Non-Null Value ROW 4215: has 24 Null-Value and 4 Non-Null Value ROW 4216: has 28 Null-Value and 0 Non-Null Value ROW 4217: has 27 Null-Value and 1 Non-Null Value ROW 4218: has 27 Null-Value and 1 Non-Null Value ROW 4219: has 28 Null-Value and 0 Non-Null Value ROW 4220: has 27 Null-Value and 1 Non-Null Value ROW 4221: has 27 Null-Value and 1 Non-Null Value ROW 4222: has 27 Null-Value and 1 Non-Null Value ROW 4223: has 25 Null-Value and 3 Non-Null Value ROW 4224: has 26 Null-Value and 2 Non-Null Value ROW 4225: has 26 Null-Value and 2 Non-Null Value ROW 4226: has 27 Null-Value and 1 Non-Null Value ROW 4227: has 24 Null-Value and 4 Non-Null Value ROW 4228: has 28 Null-Value and 0 Non-Null Value ROW 4229: has 28 Null-Value and 0 Non-Null Value ROW 4230: has 28 Null-Value and 0 Non-Null Value ROW 4231: has 27 Null-Value and 1 Non-Null Value ROW 4232: has 26 Null-Value and 2 Non-Null Value ROW 4233: has 27 Null-Value and 1 Non-Null Value ROW 4234: has 25 Null-Value and 3 Non-Null Value ROW 4235: has 26 Null-Value and 2 Non-Null Value ROW 4236: has 25 Null-Value and 3 Non-Null Value ROW 4237: has 27 Null-Value and 1 Non-Null Value ROW 4238: has 28 Null-Value and 0 Non-Null Value ROW 4239: has 27 Null-Value and 1 Non-Null Value ROW 4240: has 28 Null-Value and 0 Non-Null Value ROW 4241: has 27 Null-Value and 1 Non-Null Value ROW 4242: has 27 Null-Value and 1 Non-Null Value ROW 4243: has 25 Null-Value and 3 Non-Null Value ROW 4244: has 25 Null-Value and 3 Non-Null Value ROW 4245: has 24 Null-Value and 4 Non-Null Value ROW 4246: has 25 Null-Value and 3 Non-Null Value ROW 4247: has 28 Null-Value and 0 Non-Null Value ROW 4248: has 28 Null-Value and 0 Non-Null Value ROW 4249: has 22 Null-Value and 6 Non-Null Value ROW 4250: has 27 Null-Value and 1 Non-Null Value ROW 4251: has 28 Null-Value and 0 Non-Null Value ROW 4252: has 27 Null-Value and 1 Non-Null Value ROW 4253: has 27 Null-Value and 1 Non-Null Value ROW 4254: has 28 Null-Value and 0 Non-Null Value ROW 4255: has 28 Null-Value and 0 Non-Null Value ROW 4256: has 27 Null-Value and 1 Non-Null Value ROW 4257: has 28 Null-Value and 0 Non-Null Value ROW 4258: has 28 Null-Value and 0 Non-Null Value ROW 4259: has 28 Null-Value and 0 Non-Null Value ROW 4260: has 28 Null-Value and 0 Non-Null Value ROW 4261: has 27 Null-Value and 1 Non-Null Value ROW 4262: has 27 Null-Value and 1 Non-Null Value ROW 4263: has 28 Null-Value and 0 Non-Null Value ROW 4264: has 28 Null-Value and 0 Non-Null Value ROW 4265: has 27 Null-Value and 1 Non-Null Value ROW 4266: has 28 Null-Value and 0 Non-Null Value ROW 4267: has 28 Null-Value and 0 Non-Null Value ROW 4268: has 28 Null-Value and 0 Non-Null Value ROW 4269: has 27 Null-Value and 1 Non-Null Value ROW 4270: has 28 Null-Value and 0 Non-Null Value ROW 4271: has 27 Null-Value and 1 Non-Null Value ROW 4272: has 27 Null-Value and 1 Non-Null Value ROW 4273: has 28 Null-Value and 0 Non-Null Value ROW 4274: has 27 Null-Value and 1 Non-Null Value ROW 4275: has 28 Null-Value and 0 Non-Null Value ROW 4276: has 27 Null-Value and 1 Non-Null Value ROW 4277: has 28 Null-Value and 0 Non-Null Value ROW 4278: has 28 Null-Value and 0 Non-Null Value ROW 4279: has 28 Null-Value and 0 Non-Null Value ROW 4280: has 28 Null-Value and 0 Non-Null Value ROW 4281: has 23 Null-Value and 5 Non-Null Value ROW 4282: has 28 Null-Value and 0 Non-Null Value ROW 4283: has 28 Null-Value and 0 Non-Null Value ROW 4284: has 28 Null-Value and 0 Non-Null Value ROW 4285: has 28 Null-Value and 0 Non-Null Value ROW 4286: has 27 Null-Value and 1 Non-Null Value ROW 4287: has 28 Null-Value and 0 Non-Null Value ROW 4288: has 22 Null-Value and 6 Non-Null Value ROW 4289: has 28 Null-Value and 0 Non-Null Value ROW 4290: has 27 Null-Value and 1 Non-Null Value ROW 4291: has 28 Null-Value and 0 Non-Null Value ROW 4292: has 27 Null-Value and 1 Non-Null Value ROW 4293: has 26 Null-Value and 2 Non-Null Value ROW 4294: has 28 Null-Value and 0 Non-Null Value ROW 4295: has 27 Null-Value and 1 Non-Null Value ROW 4296: has 28 Null-Value and 0 Non-Null Value ROW 4297: has 27 Null-Value and 1 Non-Null Value ROW 4298: has 28 Null-Value and 0 Non-Null Value ROW 4299: has 23 Null-Value and 5 Non-Null Value ROW 4300: has 27 Null-Value and 1 Non-Null Value ROW 4301: has 28 Null-Value and 0 Non-Null Value ROW 4302: has 26 Null-Value and 2 Non-Null Value ROW 4303: has 28 Null-Value and 0 Non-Null Value ROW 4304: has 23 Null-Value and 5 Non-Null Value ROW 4305: has 27 Null-Value and 1 Non-Null Value ROW 4306: has 26 Null-Value and 2 Non-Null Value ROW 4307: has 26 Null-Value and 2 Non-Null Value ROW 4308: has 27 Null-Value and 1 Non-Null Value ROW 4309: has 27 Null-Value and 1 Non-Null Value ROW 4310: has 27 Null-Value and 1 Non-Null Value ROW 4311: has 28 Null-Value and 0 Non-Null Value ROW 4312: has 28 Null-Value and 0 Non-Null Value ROW 4313: has 28 Null-Value and 0 Non-Null Value ROW 4314: has 25 Null-Value and 3 Non-Null Value ROW 4315: has 27 Null-Value and 1 Non-Null Value ROW 4316: has 27 Null-Value and 1 Non-Null Value ROW 4317: has 26 Null-Value and 2 Non-Null Value ROW 4318: has 28 Null-Value and 0 Non-Null Value ROW 4319: has 27 Null-Value and 1 Non-Null Value ROW 4320: has 27 Null-Value and 1 Non-Null Value ROW 4321: has 26 Null-Value and 2 Non-Null Value ROW 4322: has 27 Null-Value and 1 Non-Null Value ROW 4323: has 22 Null-Value and 6 Non-Null Value ROW 4324: has 27 Null-Value and 1 Non-Null Value ROW 4325: has 25 Null-Value and 3 Non-Null Value ROW 4326: has 27 Null-Value and 1 Non-Null Value ROW 4327: has 22 Null-Value and 6 Non-Null Value ROW 4328: has 28 Null-Value and 0 Non-Null Value ROW 4329: has 27 Null-Value and 1 Non-Null Value ROW 4330: has 27 Null-Value and 1 Non-Null Value ROW 4331: has 26 Null-Value and 2 Non-Null Value ROW 4332: has 26 Null-Value and 2 Non-Null Value ROW 4333: has 28 Null-Value and 0 Non-Null Value ROW 4334: has 26 Null-Value and 2 Non-Null Value ROW 4335: has 26 Null-Value and 2 Non-Null Value ROW 4336: has 26 Null-Value and 2 Non-Null Value ROW 4337: has 27 Null-Value and 1 Non-Null Value ROW 4338: has 25 Null-Value and 3 Non-Null Value ROW 4339: has 26 Null-Value and 2 Non-Null Value ROW 4340: has 26 Null-Value and 2 Non-Null Value ROW 4341: has 24 Null-Value and 4 Non-Null Value ROW 4342: has 26 Null-Value and 2 Non-Null Value ROW 4343: has 28 Null-Value and 0 Non-Null Value ROW 4344: has 28 Null-Value and 0 Non-Null Value ROW 4345: has 27 Null-Value and 1 Non-Null Value ROW 4346: has 28 Null-Value and 0 Non-Null Value ROW 4347: has 27 Null-Value and 1 Non-Null Value ROW 4348: has 26 Null-Value and 2 Non-Null Value ROW 4349: has 28 Null-Value and 0 Non-Null Value ROW 4350: has 28 Null-Value and 0 Non-Null Value ROW 4351: has 25 Null-Value and 3 Non-Null Value ROW 4352: has 28 Null-Value and 0 Non-Null Value ROW 4353: has 28 Null-Value and 0 Non-Null Value ROW 4354: has 23 Null-Value and 5 Non-Null Value ROW 4355: has 28 Null-Value and 0 Non-Null Value ROW 4356: has 28 Null-Value and 0 Non-Null Value ROW 4357: has 27 Null-Value and 1 Non-Null Value ROW 4358: has 27 Null-Value and 1 Non-Null Value ROW 4359: has 27 Null-Value and 1 Non-Null Value ROW 4360: has 28 Null-Value and 0 Non-Null Value ROW 4361: has 28 Null-Value and 0 Non-Null Value ROW 4362: has 27 Null-Value and 1 Non-Null Value ROW 4363: has 28 Null-Value and 0 Non-Null Value ROW 4364: has 27 Null-Value and 1 Non-Null Value ROW 4365: has 24 Null-Value and 4 Non-Null Value ROW 4366: has 27 Null-Value and 1 Non-Null Value ROW 4367: has 27 Null-Value and 1 Non-Null Value ROW 4368: has 27 Null-Value and 1 Non-Null Value ROW 4369: has 27 Null-Value and 1 Non-Null Value ROW 4370: has 25 Null-Value and 3 Non-Null Value ROW 4371: has 27 Null-Value and 1 Non-Null Value ROW 4372: has 21 Null-Value and 7 Non-Null Value ROW 4373: has 26 Null-Value and 2 Non-Null Value ROW 4374: has 27 Null-Value and 1 Non-Null Value ROW 4375: has 28 Null-Value and 0 Non-Null Value ROW 4376: has 28 Null-Value and 0 Non-Null Value ROW 4377: has 26 Null-Value and 2 Non-Null Value ROW 4378: has 27 Null-Value and 1 Non-Null Value ROW 4379: has 27 Null-Value and 1 Non-Null Value ROW 4380: has 27 Null-Value and 1 Non-Null Value ROW 4381: has 28 Null-Value and 0 Non-Null Value ROW 4382: has 28 Null-Value and 0 Non-Null Value ROW 4383: has 28 Null-Value and 0 Non-Null Value ROW 4384: has 28 Null-Value and 0 Non-Null Value ROW 4385: has 28 Null-Value and 0 Non-Null Value ROW 4386: has 28 Null-Value and 0 Non-Null Value ROW 4387: has 27 Null-Value and 1 Non-Null Value ROW 4388: has 27 Null-Value and 1 Non-Null Value ROW 4389: has 27 Null-Value and 1 Non-Null Value ROW 4390: has 26 Null-Value and 2 Non-Null Value ROW 4391: has 27 Null-Value and 1 Non-Null Value ROW 4392: has 26 Null-Value and 2 Non-Null Value ROW 4393: has 28 Null-Value and 0 Non-Null Value ROW 4394: has 26 Null-Value and 2 Non-Null Value ROW 4395: has 27 Null-Value and 1 Non-Null Value ROW 4396: has 27 Null-Value and 1 Non-Null Value ROW 4397: has 24 Null-Value and 4 Non-Null Value ROW 4398: has 28 Null-Value and 0 Non-Null Value ROW 4399: has 28 Null-Value and 0 Non-Null Value ROW 4400: has 25 Null-Value and 3 Non-Null Value ROW 4401: has 28 Null-Value and 0 Non-Null Value ROW 4402: has 28 Null-Value and 0 Non-Null Value ROW 4403: has 28 Null-Value and 0 Non-Null Value ROW 4404: has 27 Null-Value and 1 Non-Null Value ROW 4405: has 27 Null-Value and 1 Non-Null Value ROW 4406: has 28 Null-Value and 0 Non-Null Value ROW 4407: has 28 Null-Value and 0 Non-Null Value ROW 4408: has 27 Null-Value and 1 Non-Null Value ROW 4409: has 22 Null-Value and 6 Non-Null Value ROW 4410: has 27 Null-Value and 1 Non-Null Value ROW 4411: has 28 Null-Value and 0 Non-Null Value ROW 4412: has 28 Null-Value and 0 Non-Null Value ROW 4413: has 28 Null-Value and 0 Non-Null Value ROW 4414: has 27 Null-Value and 1 Non-Null Value ROW 4415: has 28 Null-Value and 0 Non-Null Value ROW 4416: has 27 Null-Value and 1 Non-Null Value ROW 4417: has 28 Null-Value and 0 Non-Null Value ROW 4418: has 28 Null-Value and 0 Non-Null Value ROW 4419: has 28 Null-Value and 0 Non-Null Value ROW 4420: has 28 Null-Value and 0 Non-Null Value ROW 4421: has 27 Null-Value and 1 Non-Null Value ROW 4422: has 26 Null-Value and 2 Non-Null Value ROW 4423: has 28 Null-Value and 0 Non-Null Value ROW 4424: has 28 Null-Value and 0 Non-Null Value ROW 4425: has 25 Null-Value and 3 Non-Null Value ROW 4426: has 27 Null-Value and 1 Non-Null Value ROW 4427: has 28 Null-Value and 0 Non-Null Value ROW 4428: has 28 Null-Value and 0 Non-Null Value ROW 4429: has 28 Null-Value and 0 Non-Null Value ROW 4430: has 27 Null-Value and 1 Non-Null Value ROW 4431: has 26 Null-Value and 2 Non-Null Value ROW 4432: has 27 Null-Value and 1 Non-Null Value ROW 4433: has 27 Null-Value and 1 Non-Null Value ROW 4434: has 28 Null-Value and 0 Non-Null Value ROW 4435: has 28 Null-Value and 0 Non-Null Value ROW 4436: has 22 Null-Value and 6 Non-Null Value ROW 4437: has 28 Null-Value and 0 Non-Null Value ROW 4438: has 27 Null-Value and 1 Non-Null Value ROW 4439: has 27 Null-Value and 1 Non-Null Value ROW 4440: has 25 Null-Value and 3 Non-Null Value ROW 4441: has 25 Null-Value and 3 Non-Null Value ROW 4442: has 26 Null-Value and 2 Non-Null Value ROW 4443: has 24 Null-Value and 4 Non-Null Value ROW 4444: has 25 Null-Value and 3 Non-Null Value ROW 4445: has 25 Null-Value and 3 Non-Null Value ROW 4446: has 28 Null-Value and 0 Non-Null Value ROW 4447: has 26 Null-Value and 2 Non-Null Value ROW 4448: has 25 Null-Value and 3 Non-Null Value ROW 4449: has 28 Null-Value and 0 Non-Null Value ROW 4450: has 28 Null-Value and 0 Non-Null Value ROW 4451: has 27 Null-Value and 1 Non-Null Value ROW 4452: has 28 Null-Value and 0 Non-Null Value ROW 4453: has 25 Null-Value and 3 Non-Null Value ROW 4454: has 26 Null-Value and 2 Non-Null Value ROW 4455: has 27 Null-Value and 1 Non-Null Value ROW 4456: has 26 Null-Value and 2 Non-Null Value ROW 4457: has 27 Null-Value and 1 Non-Null Value ROW 4458: has 28 Null-Value and 0 Non-Null Value ROW 4459: has 23 Null-Value and 5 Non-Null Value ROW 4460: has 20 Null-Value and 8 Non-Null Value ROW 4461: has 28 Null-Value and 0 Non-Null Value ROW 4462: has 28 Null-Value and 0 Non-Null Value ROW 4463: has 28 Null-Value and 0 Non-Null Value ROW 4464: has 28 Null-Value and 0 Non-Null Value ROW 4465: has 27 Null-Value and 1 Non-Null Value ROW 4466: has 28 Null-Value and 0 Non-Null Value ROW 4467: has 23 Null-Value and 5 Non-Null Value ROW 4468: has 27 Null-Value and 1 Non-Null Value ROW 4469: has 27 Null-Value and 1 Non-Null Value ROW 4470: has 28 Null-Value and 0 Non-Null Value ROW 4471: has 27 Null-Value and 1 Non-Null Value ROW 4472: has 27 Null-Value and 1 Non-Null Value ROW 4473: has 26 Null-Value and 2 Non-Null Value ROW 4474: has 27 Null-Value and 1 Non-Null Value ROW 4475: has 28 Null-Value and 0 Non-Null Value ROW 4476: has 27 Null-Value and 1 Non-Null Value ROW 4477: has 27 Null-Value and 1 Non-Null Value ROW 4478: has 27 Null-Value and 1 Non-Null Value ROW 4479: has 27 Null-Value and 1 Non-Null Value ROW 4480: has 27 Null-Value and 1 Non-Null Value ROW 4481: has 27 Null-Value and 1 Non-Null Value ROW 4482: has 22 Null-Value and 6 Non-Null Value ROW 4483: has 26 Null-Value and 2 Non-Null Value ROW 4484: has 28 Null-Value and 0 Non-Null Value ROW 4485: has 28 Null-Value and 0 Non-Null Value ROW 4486: has 28 Null-Value and 0 Non-Null Value ROW 4487: has 26 Null-Value and 2 Non-Null Value ROW 4488: has 26 Null-Value and 2 Non-Null Value ROW 4489: has 28 Null-Value and 0 Non-Null Value ROW 4490: has 28 Null-Value and 0 Non-Null Value ROW 4491: has 28 Null-Value and 0 Non-Null Value ROW 4492: has 27 Null-Value and 1 Non-Null Value ROW 4493: has 28 Null-Value and 0 Non-Null Value ROW 4494: has 28 Null-Value and 0 Non-Null Value ROW 4495: has 28 Null-Value and 0 Non-Null Value ROW 4496: has 28 Null-Value and 0 Non-Null Value ROW 4497: has 26 Null-Value and 2 Non-Null Value ROW 4498: has 28 Null-Value and 0 Non-Null Value ROW 4499: has 28 Null-Value and 0 Non-Null Value ROW 4500: has 28 Null-Value and 0 Non-Null Value ROW 4501: has 28 Null-Value and 0 Non-Null Value ROW 4502: has 21 Null-Value and 7 Non-Null Value ROW 4503: has 26 Null-Value and 2 Non-Null Value ROW 4504: has 26 Null-Value and 2 Non-Null Value ROW 4505: has 25 Null-Value and 3 Non-Null Value ROW 4506: has 26 Null-Value and 2 Non-Null Value ROW 4507: has 26 Null-Value and 2 Non-Null Value ROW 4508: has 27 Null-Value and 1 Non-Null Value ROW 4509: has 25 Null-Value and 3 Non-Null Value ROW 4510: has 26 Null-Value and 2 Non-Null Value ROW 4511: has 28 Null-Value and 0 Non-Null Value ROW 4512: has 27 Null-Value and 1 Non-Null Value ROW 4513: has 26 Null-Value and 2 Non-Null Value ROW 4514: has 25 Null-Value and 3 Non-Null Value ROW 4515: has 28 Null-Value and 0 Non-Null Value ROW 4516: has 27 Null-Value and 1 Non-Null Value ROW 4517: has 21 Null-Value and 7 Non-Null Value ROW 4518: has 28 Null-Value and 0 Non-Null Value ROW 4519: has 20 Null-Value and 8 Non-Null Value ROW 4520: has 27 Null-Value and 1 Non-Null Value ROW 4521: has 27 Null-Value and 1 Non-Null Value ROW 4522: has 28 Null-Value and 0 Non-Null Value ROW 4523: has 28 Null-Value and 0 Non-Null Value ROW 4524: has 27 Null-Value and 1 Non-Null Value ROW 4525: has 26 Null-Value and 2 Non-Null Value ROW 4526: has 27 Null-Value and 1 Non-Null Value ROW 4527: has 27 Null-Value and 1 Non-Null Value ROW 4528: has 24 Null-Value and 4 Non-Null Value ROW 4529: has 27 Null-Value and 1 Non-Null Value ROW 4530: has 28 Null-Value and 0 Non-Null Value ROW 4531: has 27 Null-Value and 1 Non-Null Value ROW 4532: has 28 Null-Value and 0 Non-Null Value ROW 4533: has 27 Null-Value and 1 Non-Null Value ROW 4534: has 28 Null-Value and 0 Non-Null Value ROW 4535: has 27 Null-Value and 1 Non-Null Value ROW 4536: has 28 Null-Value and 0 Non-Null Value ROW 4537: has 28 Null-Value and 0 Non-Null Value ROW 4538: has 28 Null-Value and 0 Non-Null Value ROW 4539: has 28 Null-Value and 0 Non-Null Value ROW 4540: has 28 Null-Value and 0 Non-Null Value ROW 4541: has 28 Null-Value and 0 Non-Null Value ROW 4542: has 28 Null-Value and 0 Non-Null Value ROW 4543: has 28 Null-Value and 0 Non-Null Value ROW 4544: has 28 Null-Value and 0 Non-Null Value ROW 4545: has 28 Null-Value and 0 Non-Null Value ROW 4546: has 28 Null-Value and 0 Non-Null Value ROW 4547: has 26 Null-Value and 2 Non-Null Value ROW 4548: has 25 Null-Value and 3 Non-Null Value ROW 4549: has 27 Null-Value and 1 Non-Null Value ROW 4550: has 27 Null-Value and 1 Non-Null Value ROW 4551: has 28 Null-Value and 0 Non-Null Value ROW 4552: has 26 Null-Value and 2 Non-Null Value ROW 4553: has 28 Null-Value and 0 Non-Null Value ROW 4554: has 27 Null-Value and 1 Non-Null Value ROW 4555: has 26 Null-Value and 2 Non-Null Value ROW 4556: has 28 Null-Value and 0 Non-Null Value ROW 4557: has 28 Null-Value and 0 Non-Null Value ROW 4558: has 27 Null-Value and 1 Non-Null Value ROW 4559: has 27 Null-Value and 1 Non-Null Value ROW 4560: has 27 Null-Value and 1 Non-Null Value ROW 4561: has 28 Null-Value and 0 Non-Null Value ROW 4562: has 28 Null-Value and 0 Non-Null Value ROW 4563: has 28 Null-Value and 0 Non-Null Value ROW 4564: has 28 Null-Value and 0 Non-Null Value ROW 4565: has 28 Null-Value and 0 Non-Null Value ROW 4566: has 28 Null-Value and 0 Non-Null Value ROW 4567: has 28 Null-Value and 0 Non-Null Value ROW 4568: has 27 Null-Value and 1 Non-Null Value ROW 4569: has 28 Null-Value and 0 Non-Null Value ROW 4570: has 28 Null-Value and 0 Non-Null Value ROW 4571: has 28 Null-Value and 0 Non-Null Value ROW 4572: has 27 Null-Value and 1 Non-Null Value ROW 4573: has 27 Null-Value and 1 Non-Null Value ROW 4574: has 28 Null-Value and 0 Non-Null Value ROW 4575: has 28 Null-Value and 0 Non-Null Value ROW 4576: has 28 Null-Value and 0 Non-Null Value ROW 4577: has 28 Null-Value and 0 Non-Null Value ROW 4578: has 27 Null-Value and 1 Non-Null Value ROW 4579: has 27 Null-Value and 1 Non-Null Value ROW 4580: has 26 Null-Value and 2 Non-Null Value ROW 4581: has 28 Null-Value and 0 Non-Null Value ROW 4582: has 27 Null-Value and 1 Non-Null Value ROW 4583: has 28 Null-Value and 0 Non-Null Value ROW 4584: has 28 Null-Value and 0 Non-Null Value ROW 4585: has 28 Null-Value and 0 Non-Null Value ROW 4586: has 28 Null-Value and 0 Non-Null Value ROW 4587: has 28 Null-Value and 0 Non-Null Value ROW 4588: has 25 Null-Value and 3 Non-Null Value ROW 4589: has 26 Null-Value and 2 Non-Null Value ROW 4590: has 28 Null-Value and 0 Non-Null Value ROW 4591: has 27 Null-Value and 1 Non-Null Value ROW 4592: has 28 Null-Value and 0 Non-Null Value ROW 4593: has 26 Null-Value and 2 Non-Null Value ROW 4594: has 28 Null-Value and 0 Non-Null Value ROW 4595: has 28 Null-Value and 0 Non-Null Value ROW 4596: has 28 Null-Value and 0 Non-Null Value ROW 4597: has 26 Null-Value and 2 Non-Null Value ROW 4598: has 27 Null-Value and 1 Non-Null Value ROW 4599: has 28 Null-Value and 0 Non-Null Value ROW 4600: has 26 Null-Value and 2 Non-Null Value ROW 4601: has 28 Null-Value and 0 Non-Null Value ROW 4602: has 28 Null-Value and 0 Non-Null Value ROW 4603: has 28 Null-Value and 0 Non-Null Value ROW 4604: has 26 Null-Value and 2 Non-Null Value ROW 4605: has 27 Null-Value and 1 Non-Null Value ROW 4606: has 28 Null-Value and 0 Non-Null Value ROW 4607: has 28 Null-Value and 0 Non-Null Value ROW 4608: has 27 Null-Value and 1 Non-Null Value ROW 4609: has 24 Null-Value and 4 Non-Null Value ROW 4610: has 27 Null-Value and 1 Non-Null Value ROW 4611: has 26 Null-Value and 2 Non-Null Value ROW 4612: has 26 Null-Value and 2 Non-Null Value ROW 4613: has 27 Null-Value and 1 Non-Null Value ROW 4614: has 25 Null-Value and 3 Non-Null Value ROW 4615: has 25 Null-Value and 3 Non-Null Value ROW 4616: has 26 Null-Value and 2 Non-Null Value ROW 4617: has 23 Null-Value and 5 Non-Null Value ROW 4618: has 27 Null-Value and 1 Non-Null Value ROW 4619: has 27 Null-Value and 1 Non-Null Value ROW 4620: has 26 Null-Value and 2 Non-Null Value ROW 4621: has 26 Null-Value and 2 Non-Null Value ROW 4622: has 24 Null-Value and 4 Non-Null Value ROW 4623: has 27 Null-Value and 1 Non-Null Value ROW 4624: has 26 Null-Value and 2 Non-Null Value ROW 4625: has 27 Null-Value and 1 Non-Null Value ROW 4626: has 25 Null-Value and 3 Non-Null Value ROW 4627: has 24 Null-Value and 4 Non-Null Value ROW 4628: has 27 Null-Value and 1 Non-Null Value ROW 4629: has 27 Null-Value and 1 Non-Null Value ROW 4630: has 23 Null-Value and 5 Non-Null Value ROW 4631: has 28 Null-Value and 0 Non-Null Value ROW 4632: has 26 Null-Value and 2 Non-Null Value ROW 4633: has 26 Null-Value and 2 Non-Null Value ROW 4634: has 20 Null-Value and 8 Non-Null Value ROW 4635: has 26 Null-Value and 2 Non-Null Value ROW 4636: has 25 Null-Value and 3 Non-Null Value ROW 4637: has 25 Null-Value and 3 Non-Null Value ROW 4638: has 28 Null-Value and 0 Non-Null Value ROW 4639: has 28 Null-Value and 0 Non-Null Value ROW 4640: has 28 Null-Value and 0 Non-Null Value ROW 4641: has 25 Null-Value and 3 Non-Null Value ROW 4642: has 28 Null-Value and 0 Non-Null Value ROW 4643: has 28 Null-Value and 0 Non-Null Value ROW 4644: has 27 Null-Value and 1 Non-Null Value ROW 4645: has 28 Null-Value and 0 Non-Null Value ROW 4646: has 28 Null-Value and 0 Non-Null Value ROW 4647: has 27 Null-Value and 1 Non-Null Value ROW 4648: has 27 Null-Value and 1 Non-Null Value ROW 4649: has 28 Null-Value and 0 Non-Null Value ROW 4650: has 28 Null-Value and 0 Non-Null Value ROW 4651: has 26 Null-Value and 2 Non-Null Value ROW 4652: has 26 Null-Value and 2 Non-Null Value ROW 4653: has 28 Null-Value and 0 Non-Null Value ROW 4654: has 27 Null-Value and 1 Non-Null Value ROW 4655: has 28 Null-Value and 0 Non-Null Value ROW 4656: has 27 Null-Value and 1 Non-Null Value ROW 4657: has 25 Null-Value and 3 Non-Null Value ROW 4658: has 24 Null-Value and 4 Non-Null Value ROW 4659: has 28 Null-Value and 0 Non-Null Value ROW 4660: has 24 Null-Value and 4 Non-Null Value ROW 4661: has 28 Null-Value and 0 Non-Null Value ROW 4662: has 28 Null-Value and 0 Non-Null Value ROW 4663: has 28 Null-Value and 0 Non-Null Value ROW 4664: has 27 Null-Value and 1 Non-Null Value ROW 4665: has 26 Null-Value and 2 Non-Null Value ROW 4666: has 26 Null-Value and 2 Non-Null Value ROW 4667: has 28 Null-Value and 0 Non-Null Value ROW 4668: has 26 Null-Value and 2 Non-Null Value ROW 4669: has 26 Null-Value and 2 Non-Null Value ROW 4670: has 26 Null-Value and 2 Non-Null Value ROW 4671: has 28 Null-Value and 0 Non-Null Value ROW 4672: has 27 Null-Value and 1 Non-Null Value ROW 4673: has 24 Null-Value and 4 Non-Null Value ROW 4674: has 28 Null-Value and 0 Non-Null Value ROW 4675: has 26 Null-Value and 2 Non-Null Value ROW 4676: has 28 Null-Value and 0 Non-Null Value ROW 4677: has 28 Null-Value and 0 Non-Null Value ROW 4678: has 27 Null-Value and 1 Non-Null Value ROW 4679: has 28 Null-Value and 0 Non-Null Value ROW 4680: has 28 Null-Value and 0 Non-Null Value ROW 4681: has 28 Null-Value and 0 Non-Null Value ROW 4682: has 27 Null-Value and 1 Non-Null Value ROW 4683: has 28 Null-Value and 0 Non-Null Value ROW 4684: has 28 Null-Value and 0 Non-Null Value ROW 4685: has 27 Null-Value and 1 Non-Null Value ROW 4686: has 27 Null-Value and 1 Non-Null Value ROW 4687: has 27 Null-Value and 1 Non-Null Value ROW 4688: has 28 Null-Value and 0 Non-Null Value ROW 4689: has 27 Null-Value and 1 Non-Null Value ROW 4690: has 23 Null-Value and 5 Non-Null Value ROW 4691: has 28 Null-Value and 0 Non-Null Value ROW 4692: has 26 Null-Value and 2 Non-Null Value ROW 4693: has 25 Null-Value and 3 Non-Null Value ROW 4694: has 28 Null-Value and 0 Non-Null Value ROW 4695: has 28 Null-Value and 0 Non-Null Value ROW 4696: has 28 Null-Value and 0 Non-Null Value ROW 4697: has 27 Null-Value and 1 Non-Null Value ROW 4698: has 27 Null-Value and 1 Non-Null Value ROW 4699: has 26 Null-Value and 2 Non-Null Value ROW 4700: has 27 Null-Value and 1 Non-Null Value ROW 4701: has 25 Null-Value and 3 Non-Null Value ROW 4702: has 25 Null-Value and 3 Non-Null Value ROW 4703: has 27 Null-Value and 1 Non-Null Value ROW 4704: has 25 Null-Value and 3 Non-Null Value ROW 4705: has 25 Null-Value and 3 Non-Null Value ROW 4706: has 28 Null-Value and 0 Non-Null Value ROW 4707: has 28 Null-Value and 0 Non-Null Value ROW 4708: has 28 Null-Value and 0 Non-Null Value ROW 4709: has 27 Null-Value and 1 Non-Null Value ROW 4710: has 28 Null-Value and 0 Non-Null Value ROW 4711: has 26 Null-Value and 2 Non-Null Value ROW 4712: has 28 Null-Value and 0 Non-Null Value ROW 4713: has 23 Null-Value and 5 Non-Null Value ROW 4714: has 24 Null-Value and 4 Non-Null Value ROW 4715: has 25 Null-Value and 3 Non-Null Value ROW 4716: has 25 Null-Value and 3 Non-Null Value ROW 4717: has 24 Null-Value and 4 Non-Null Value ROW 4718: has 24 Null-Value and 4 Non-Null Value ROW 4719: has 28 Null-Value and 0 Non-Null Value ROW 4720: has 20 Null-Value and 8 Non-Null Value ROW 4721: has 26 Null-Value and 2 Non-Null Value ROW 4722: has 25 Null-Value and 3 Non-Null Value ROW 4723: has 28 Null-Value and 0 Non-Null Value ROW 4724: has 26 Null-Value and 2 Non-Null Value ROW 4725: has 28 Null-Value and 0 Non-Null Value ROW 4726: has 28 Null-Value and 0 Non-Null Value ROW 4727: has 24 Null-Value and 4 Non-Null Value ROW 4728: has 28 Null-Value and 0 Non-Null Value ROW 4729: has 27 Null-Value and 1 Non-Null Value ROW 4730: has 28 Null-Value and 0 Non-Null Value ROW 4731: has 28 Null-Value and 0 Non-Null Value ROW 4732: has 27 Null-Value and 1 Non-Null Value ROW 4733: has 28 Null-Value and 0 Non-Null Value ROW 4734: has 27 Null-Value and 1 Non-Null Value ROW 4735: has 28 Null-Value and 0 Non-Null Value ROW 4736: has 28 Null-Value and 0 Non-Null Value ROW 4737: has 28 Null-Value and 0 Non-Null Value ROW 4738: has 27 Null-Value and 1 Non-Null Value ROW 4739: has 28 Null-Value and 0 Non-Null Value ROW 4740: has 28 Null-Value and 0 Non-Null Value ROW 4741: has 28 Null-Value and 0 Non-Null Value ROW 4742: has 28 Null-Value and 0 Non-Null Value ROW 4743: has 28 Null-Value and 0 Non-Null Value ROW 4744: has 28 Null-Value and 0 Non-Null Value ROW 4745: has 27 Null-Value and 1 Non-Null Value ROW 4746: has 26 Null-Value and 2 Non-Null Value ROW 4747: has 28 Null-Value and 0 Non-Null Value ROW 4748: has 27 Null-Value and 1 Non-Null Value ROW 4749: has 27 Null-Value and 1 Non-Null Value ROW 4750: has 28 Null-Value and 0 Non-Null Value ROW 4751: has 28 Null-Value and 0 Non-Null Value ROW 4752: has 28 Null-Value and 0 Non-Null Value ROW 4753: has 28 Null-Value and 0 Non-Null Value ROW 4754: has 28 Null-Value and 0 Non-Null Value ROW 4755: has 28 Null-Value and 0 Non-Null Value ROW 4756: has 26 Null-Value and 2 Non-Null Value ROW 4757: has 27 Null-Value and 1 Non-Null Value ROW 4758: has 28 Null-Value and 0 Non-Null Value ROW 4759: has 26 Null-Value and 2 Non-Null Value ROW 4760: has 26 Null-Value and 2 Non-Null Value ROW 4761: has 27 Null-Value and 1 Non-Null Value ROW 4762: has 27 Null-Value and 1 Non-Null Value ROW 4763: has 24 Null-Value and 4 Non-Null Value ROW 4764: has 25 Null-Value and 3 Non-Null Value ROW 4765: has 26 Null-Value and 2 Non-Null Value ROW 4766: has 27 Null-Value and 1 Non-Null Value ROW 4767: has 21 Null-Value and 7 Non-Null Value ROW 4768: has 25 Null-Value and 3 Non-Null Value ROW 4769: has 28 Null-Value and 0 Non-Null Value ROW 4770: has 26 Null-Value and 2 Non-Null Value ROW 4771: has 26 Null-Value and 2 Non-Null Value ROW 4772: has 26 Null-Value and 2 Non-Null Value ROW 4773: has 26 Null-Value and 2 Non-Null Value ROW 4774: has 24 Null-Value and 4 Non-Null Value ROW 4775: has 25 Null-Value and 3 Non-Null Value ROW 4776: has 26 Null-Value and 2 Non-Null Value ROW 4777: has 25 Null-Value and 3 Non-Null Value ROW 4778: has 28 Null-Value and 0 Non-Null Value ROW 4779: has 27 Null-Value and 1 Non-Null Value ROW 4780: has 28 Null-Value and 0 Non-Null Value ROW 4781: has 28 Null-Value and 0 Non-Null Value ROW 4782: has 26 Null-Value and 2 Non-Null Value ROW 4783: has 28 Null-Value and 0 Non-Null Value ROW 4784: has 28 Null-Value and 0 Non-Null Value ROW 4785: has 25 Null-Value and 3 Non-Null Value ROW 4786: has 28 Null-Value and 0 Non-Null Value ROW 4787: has 25 Null-Value and 3 Non-Null Value ROW 4788: has 28 Null-Value and 0 Non-Null Value ROW 4789: has 27 Null-Value and 1 Non-Null Value ROW 4790: has 25 Null-Value and 3 Non-Null Value ROW 4791: has 28 Null-Value and 0 Non-Null Value ROW 4792: has 28 Null-Value and 0 Non-Null Value ROW 4793: has 28 Null-Value and 0 Non-Null Value ROW 4794: has 27 Null-Value and 1 Non-Null Value ROW 4795: has 28 Null-Value and 0 Non-Null Value ROW 4796: has 28 Null-Value and 0 Non-Null Value ROW 4797: has 27 Null-Value and 1 Non-Null Value ROW 4798: has 23 Null-Value and 5 Non-Null Value ROW 4799: has 28 Null-Value and 0 Non-Null Value ROW 4800: has 27 Null-Value and 1 Non-Null Value ROW 4801: has 25 Null-Value and 3 Non-Null Value ROW 4802: has 28 Null-Value and 0 Non-Null Value ROW 4803: has 23 Null-Value and 5 Non-Null Value ROW 4804: has 28 Null-Value and 0 Non-Null Value ROW 4805: has 27 Null-Value and 1 Non-Null Value ROW 4806: has 27 Null-Value and 1 Non-Null Value ROW 4807: has 26 Null-Value and 2 Non-Null Value ROW 4808: has 27 Null-Value and 1 Non-Null Value ROW 4809: has 27 Null-Value and 1 Non-Null Value ROW 4810: has 26 Null-Value and 2 Non-Null Value ROW 4811: has 27 Null-Value and 1 Non-Null Value ROW 4812: has 28 Null-Value and 0 Non-Null Value ROW 4813: has 27 Null-Value and 1 Non-Null Value ROW 4814: has 28 Null-Value and 0 Non-Null Value ROW 4815: has 22 Null-Value and 6 Non-Null Value ROW 4816: has 28 Null-Value and 0 Non-Null Value ROW 4817: has 28 Null-Value and 0 Non-Null Value ROW 4818: has 26 Null-Value and 2 Non-Null Value ROW 4819: has 23 Null-Value and 5 Non-Null Value ROW 4820: has 26 Null-Value and 2 Non-Null Value ROW 4821: has 28 Null-Value and 0 Non-Null Value ROW 4822: has 27 Null-Value and 1 Non-Null Value ROW 4823: has 26 Null-Value and 2 Non-Null Value ROW 4824: has 27 Null-Value and 1 Non-Null Value ROW 4825: has 27 Null-Value and 1 Non-Null Value ROW 4826: has 27 Null-Value and 1 Non-Null Value ROW 4827: has 28 Null-Value and 0 Non-Null Value ROW 4828: has 28 Null-Value and 0 Non-Null Value ROW 4829: has 28 Null-Value and 0 Non-Null Value ROW 4830: has 28 Null-Value and 0 Non-Null Value ROW 4831: has 25 Null-Value and 3 Non-Null Value ROW 4832: has 28 Null-Value and 0 Non-Null Value ROW 4833: has 28 Null-Value and 0 Non-Null Value ROW 4834: has 26 Null-Value and 2 Non-Null Value ROW 4835: has 27 Null-Value and 1 Non-Null Value ROW 4836: has 23 Null-Value and 5 Non-Null Value ROW 4837: has 21 Null-Value and 7 Non-Null Value ROW 4838: has 27 Null-Value and 1 Non-Null Value ROW 4839: has 27 Null-Value and 1 Non-Null Value ROW 4840: has 28 Null-Value and 0 Non-Null Value ROW 4841: has 26 Null-Value and 2 Non-Null Value ROW 4842: has 28 Null-Value and 0 Non-Null Value ROW 4843: has 24 Null-Value and 4 Non-Null Value ROW 4844: has 27 Null-Value and 1 Non-Null Value ROW 4845: has 28 Null-Value and 0 Non-Null Value ROW 4846: has 24 Null-Value and 4 Non-Null Value ROW 4847: has 26 Null-Value and 2 Non-Null Value ROW 4848: has 27 Null-Value and 1 Non-Null Value ROW 4849: has 27 Null-Value and 1 Non-Null Value ROW 4850: has 26 Null-Value and 2 Non-Null Value ROW 4851: has 28 Null-Value and 0 Non-Null Value ROW 4852: has 28 Null-Value and 0 Non-Null Value ROW 4853: has 28 Null-Value and 0 Non-Null Value ROW 4854: has 25 Null-Value and 3 Non-Null Value ROW 4855: has 28 Null-Value and 0 Non-Null Value ROW 4856: has 28 Null-Value and 0 Non-Null Value ROW 4857: has 28 Null-Value and 0 Non-Null Value ROW 4858: has 28 Null-Value and 0 Non-Null Value ROW 4859: has 22 Null-Value and 6 Non-Null Value ROW 4860: has 28 Null-Value and 0 Non-Null Value ROW 4861: has 27 Null-Value and 1 Non-Null Value ROW 4862: has 28 Null-Value and 0 Non-Null Value ROW 4863: has 28 Null-Value and 0 Non-Null Value ROW 4864: has 28 Null-Value and 0 Non-Null Value ROW 4865: has 25 Null-Value and 3 Non-Null Value ROW 4866: has 27 Null-Value and 1 Non-Null Value ROW 4867: has 26 Null-Value and 2 Non-Null Value ROW 4868: has 28 Null-Value and 0 Non-Null Value ROW 4869: has 23 Null-Value and 5 Non-Null Value ROW 4870: has 25 Null-Value and 3 Non-Null Value ROW 4871: has 27 Null-Value and 1 Non-Null Value ROW 4872: has 26 Null-Value and 2 Non-Null Value ROW 4873: has 27 Null-Value and 1 Non-Null Value ROW 4874: has 26 Null-Value and 2 Non-Null Value ROW 4875: has 26 Null-Value and 2 Non-Null Value ROW 4876: has 25 Null-Value and 3 Non-Null Value ROW 4877: has 26 Null-Value and 2 Non-Null Value ROW 4878: has 22 Null-Value and 6 Non-Null Value ROW 4879: has 26 Null-Value and 2 Non-Null Value ROW 4880: has 25 Null-Value and 3 Non-Null Value ROW 4881: has 26 Null-Value and 2 Non-Null Value ROW 4882: has 25 Null-Value and 3 Non-Null Value ROW 4883: has 25 Null-Value and 3 Non-Null Value ROW 4884: has 25 Null-Value and 3 Non-Null Value ROW 4885: has 26 Null-Value and 2 Non-Null Value ROW 4886: has 25 Null-Value and 3 Non-Null Value ROW 4887: has 25 Null-Value and 3 Non-Null Value ROW 4888: has 27 Null-Value and 1 Non-Null Value ROW 4889: has 25 Null-Value and 3 Non-Null Value ROW 4890: has 28 Null-Value and 0 Non-Null Value ROW 4891: has 28 Null-Value and 0 Non-Null Value ROW 4892: has 27 Null-Value and 1 Non-Null Value ROW 4893: has 28 Null-Value and 0 Non-Null Value ROW 4894: has 27 Null-Value and 1 Non-Null Value ROW 4895: has 27 Null-Value and 1 Non-Null Value ROW 4896: has 28 Null-Value and 0 Non-Null Value ROW 4897: has 28 Null-Value and 0 Non-Null Value ROW 4898: has 27 Null-Value and 1 Non-Null Value ROW 4899: has 27 Null-Value and 1 Non-Null Value ROW 4900: has 27 Null-Value and 1 Non-Null Value ROW 4901: has 27 Null-Value and 1 Non-Null Value ROW 4902: has 27 Null-Value and 1 Non-Null Value ROW 4903: has 26 Null-Value and 2 Non-Null Value ROW 4904: has 27 Null-Value and 1 Non-Null Value ROW 4905: has 28 Null-Value and 0 Non-Null Value ROW 4906: has 27 Null-Value and 1 Non-Null Value ROW 4907: has 25 Null-Value and 3 Non-Null Value ROW 4908: has 27 Null-Value and 1 Non-Null Value ROW 4909: has 27 Null-Value and 1 Non-Null Value ROW 4910: has 23 Null-Value and 5 Non-Null Value ROW 4911: has 25 Null-Value and 3 Non-Null Value ROW 4912: has 26 Null-Value and 2 Non-Null Value ROW 4913: has 27 Null-Value and 1 Non-Null Value ROW 4914: has 27 Null-Value and 1 Non-Null Value ROW 4915: has 28 Null-Value and 0 Non-Null Value ROW 4916: has 26 Null-Value and 2 Non-Null Value ROW 4917: has 27 Null-Value and 1 Non-Null Value ROW 4918: has 24 Null-Value and 4 Non-Null Value ROW 4919: has 23 Null-Value and 5 Non-Null Value ROW 4920: has 25 Null-Value and 3 Non-Null Value ROW 4921: has 28 Null-Value and 0 Non-Null Value ROW 4922: has 28 Null-Value and 0 Non-Null Value ROW 4923: has 28 Null-Value and 0 Non-Null Value ROW 4924: has 23 Null-Value and 5 Non-Null Value ROW 4925: has 24 Null-Value and 4 Non-Null Value ROW 4926: has 28 Null-Value and 0 Non-Null Value ROW 4927: has 25 Null-Value and 3 Non-Null Value ROW 4928: has 28 Null-Value and 0 Non-Null Value ROW 4929: has 23 Null-Value and 5 Non-Null Value ROW 4930: has 28 Null-Value and 0 Non-Null Value ROW 4931: has 28 Null-Value and 0 Non-Null Value ROW 4932: has 26 Null-Value and 2 Non-Null Value ROW 4933: has 28 Null-Value and 0 Non-Null Value ROW 4934: has 25 Null-Value and 3 Non-Null Value ROW 4935: has 25 Null-Value and 3 Non-Null Value ROW 4936: has 28 Null-Value and 0 Non-Null Value ROW 4937: has 27 Null-Value and 1 Non-Null Value ROW 4938: has 25 Null-Value and 3 Non-Null Value ROW 4939: has 25 Null-Value and 3 Non-Null Value ROW 4940: has 25 Null-Value and 3 Non-Null Value ROW 4941: has 28 Null-Value and 0 Non-Null Value ROW 4942: has 27 Null-Value and 1 Non-Null Value ROW 4943: has 26 Null-Value and 2 Non-Null Value ROW 4944: has 27 Null-Value and 1 Non-Null Value ROW 4945: has 17 Null-Value and 11 Non-Null Value ROW 4946: has 20 Null-Value and 8 Non-Null Value ROW 4947: has 27 Null-Value and 1 Non-Null Value ROW 4948: has 20 Null-Value and 8 Non-Null Value ROW 4949: has 26 Null-Value and 2 Non-Null Value ROW 4950: has 26 Null-Value and 2 Non-Null Value ROW 4951: has 27 Null-Value and 1 Non-Null Value ROW 4952: has 26 Null-Value and 2 Non-Null Value ROW 4953: has 26 Null-Value and 2 Non-Null Value ROW 4954: has 25 Null-Value and 3 Non-Null Value ROW 4955: has 28 Null-Value and 0 Non-Null Value ROW 4956: has 28 Null-Value and 0 Non-Null Value ROW 4957: has 27 Null-Value and 1 Non-Null Value ROW 4958: has 26 Null-Value and 2 Non-Null Value ROW 4959: has 28 Null-Value and 0 Non-Null Value ROW 4960: has 27 Null-Value and 1 Non-Null Value ROW 4961: has 27 Null-Value and 1 Non-Null Value ROW 4962: has 28 Null-Value and 0 Non-Null Value ROW 4963: has 26 Null-Value and 2 Non-Null Value ROW 4964: has 28 Null-Value and 0 Non-Null Value ROW 4965: has 27 Null-Value and 1 Non-Null Value ROW 4966: has 27 Null-Value and 1 Non-Null Value ROW 4967: has 26 Null-Value and 2 Non-Null Value ROW 4968: has 26 Null-Value and 2 Non-Null Value ROW 4969: has 25 Null-Value and 3 Non-Null Value ROW 4970: has 27 Null-Value and 1 Non-Null Value ROW 4971: has 28 Null-Value and 0 Non-Null Value ROW 4972: has 25 Null-Value and 3 Non-Null Value ROW 4973: has 28 Null-Value and 0 Non-Null Value ROW 4974: has 26 Null-Value and 2 Non-Null Value ROW 4975: has 28 Null-Value and 0 Non-Null Value ROW 4976: has 24 Null-Value and 4 Non-Null Value ROW 4977: has 28 Null-Value and 0 Non-Null Value ROW 4978: has 28 Null-Value and 0 Non-Null Value ROW 4979: has 28 Null-Value and 0 Non-Null Value ROW 4980: has 27 Null-Value and 1 Non-Null Value ROW 4981: has 27 Null-Value and 1 Non-Null Value ROW 4982: has 25 Null-Value and 3 Non-Null Value ROW 4983: has 27 Null-Value and 1 Non-Null Value ROW 4984: has 28 Null-Value and 0 Non-Null Value ROW 4985: has 25 Null-Value and 3 Non-Null Value ROW 4986: has 26 Null-Value and 2 Non-Null Value ROW 4987: has 28 Null-Value and 0 Non-Null Value ROW 4988: has 26 Null-Value and 2 Non-Null Value ROW 4989: has 22 Null-Value and 6 Non-Null Value ROW 4990: has 20 Null-Value and 8 Non-Null Value ROW 4991: has 26 Null-Value and 2 Non-Null Value ROW 4992: has 21 Null-Value and 7 Non-Null Value ROW 4993: has 27 Null-Value and 1 Non-Null Value ROW 4994: has 25 Null-Value and 3 Non-Null Value ROW 4995: has 27 Null-Value and 1 Non-Null Value ROW 4996: has 25 Null-Value and 3 Non-Null Value ROW 4997: has 28 Null-Value and 0 Non-Null Value ROW 4998: has 28 Null-Value and 0 Non-Null Value ROW 4999: has 24 Null-Value and 4 Non-Null Value ROW 5000: has 27 Null-Value and 1 Non-Null Value ROW 5001: has 27 Null-Value and 1 Non-Null Value ROW 5002: has 25 Null-Value and 3 Non-Null Value ROW 5003: has 26 Null-Value and 2 Non-Null Value ROW 5004: has 27 Null-Value and 1 Non-Null Value ROW 5005: has 26 Null-Value and 2 Non-Null Value ROW 5006: has 25 Null-Value and 3 Non-Null Value ROW 5007: has 26 Null-Value and 2 Non-Null Value ROW 5008: has 28 Null-Value and 0 Non-Null Value ROW 5009: has 26 Null-Value and 2 Non-Null Value ROW 5010: has 25 Null-Value and 3 Non-Null Value ROW 5011: has 28 Null-Value and 0 Non-Null Value ROW 5012: has 28 Null-Value and 0 Non-Null Value ROW 5013: has 26 Null-Value and 2 Non-Null Value ROW 5014: has 26 Null-Value and 2 Non-Null Value ROW 5015: has 28 Null-Value and 0 Non-Null Value ROW 5016: has 23 Null-Value and 5 Non-Null Value ROW 5017: has 26 Null-Value and 2 Non-Null Value ROW 5018: has 26 Null-Value and 2 Non-Null Value ROW 5019: has 26 Null-Value and 2 Non-Null Value ROW 5020: has 23 Null-Value and 5 Non-Null Value ROW 5021: has 27 Null-Value and 1 Non-Null Value ROW 5022: has 24 Null-Value and 4 Non-Null Value ROW 5023: has 26 Null-Value and 2 Non-Null Value ROW 5024: has 27 Null-Value and 1 Non-Null Value ROW 5025: has 28 Null-Value and 0 Non-Null Value ROW 5026: has 28 Null-Value and 0 Non-Null Value ROW 5027: has 28 Null-Value and 0 Non-Null Value ROW 5028: has 25 Null-Value and 3 Non-Null Value ROW 5029: has 27 Null-Value and 1 Non-Null Value ROW 5030: has 23 Null-Value and 5 Non-Null Value ROW 5031: has 25 Null-Value and 3 Non-Null Value ROW 5032: has 24 Null-Value and 4 Non-Null Value ROW 5033: has 28 Null-Value and 0 Non-Null Value ROW 5034: has 27 Null-Value and 1 Non-Null Value ROW 5035: has 28 Null-Value and 0 Non-Null Value ROW 5036: has 25 Null-Value and 3 Non-Null Value ROW 5037: has 27 Null-Value and 1 Non-Null Value ROW 5038: has 24 Null-Value and 4 Non-Null Value ROW 5039: has 23 Null-Value and 5 Non-Null Value ROW 5040: has 24 Null-Value and 4 Non-Null Value ROW 5041: has 26 Null-Value and 2 Non-Null Value ROW 5042: has 28 Null-Value and 0 Non-Null Value
In [22]:
# Write your code for row-wise null percentages here
movies.isnull()
A=movies.notnull().astype('int')
D=A.shape[1]
C=A.sum(axis=1)
for i in range(A.shape[0]):
E=int(C[i]/D*100)
F=D-C[i]
F=int(F/D*100)
print('ROW {}: has {} Null_Percentage and {} Not_Null percentage'.format(i,F,E))
ROW 0: has 0 Null_Percentage and 100 Not_Null percentage ROW 1: has 0 Null_Percentage and 100 Not_Null percentage ROW 2: has 0 Null_Percentage and 100 Not_Null percentage ROW 3: has 0 Null_Percentage and 100 Not_Null percentage ROW 4: has 50 Null_Percentage and 50 Not_Null percentage ROW 5: has 0 Null_Percentage and 100 Not_Null percentage ROW 6: has 0 Null_Percentage and 100 Not_Null percentage ROW 7: has 0 Null_Percentage and 100 Not_Null percentage ROW 8: has 0 Null_Percentage and 100 Not_Null percentage ROW 9: has 0 Null_Percentage and 100 Not_Null percentage ROW 10: has 0 Null_Percentage and 100 Not_Null percentage ROW 11: has 0 Null_Percentage and 100 Not_Null percentage ROW 12: has 0 Null_Percentage and 100 Not_Null percentage ROW 13: has 0 Null_Percentage and 100 Not_Null percentage ROW 14: has 0 Null_Percentage and 100 Not_Null percentage ROW 15: has 0 Null_Percentage and 100 Not_Null percentage ROW 16: has 0 Null_Percentage and 100 Not_Null percentage ROW 17: has 0 Null_Percentage and 100 Not_Null percentage ROW 18: has 0 Null_Percentage and 100 Not_Null percentage ROW 19: has 0 Null_Percentage and 100 Not_Null percentage ROW 20: has 0 Null_Percentage and 100 Not_Null percentage ROW 21: has 0 Null_Percentage and 100 Not_Null percentage ROW 22: has 0 Null_Percentage and 100 Not_Null percentage ROW 23: has 0 Null_Percentage and 100 Not_Null percentage ROW 24: has 0 Null_Percentage and 100 Not_Null percentage ROW 25: has 0 Null_Percentage and 100 Not_Null percentage ROW 26: has 0 Null_Percentage and 100 Not_Null percentage ROW 27: has 0 Null_Percentage and 100 Not_Null percentage ROW 28: has 0 Null_Percentage and 100 Not_Null percentage ROW 29: has 0 Null_Percentage and 100 Not_Null percentage ROW 30: has 0 Null_Percentage and 100 Not_Null percentage ROW 31: has 0 Null_Percentage and 100 Not_Null percentage ROW 32: has 0 Null_Percentage and 100 Not_Null percentage ROW 33: has 0 Null_Percentage and 100 Not_Null percentage ROW 34: has 0 Null_Percentage and 100 Not_Null percentage ROW 35: has 0 Null_Percentage and 100 Not_Null percentage ROW 36: has 0 Null_Percentage and 100 Not_Null percentage ROW 37: has 0 Null_Percentage and 100 Not_Null percentage ROW 38: has 0 Null_Percentage and 100 Not_Null percentage ROW 39: has 0 Null_Percentage and 100 Not_Null percentage ROW 40: has 0 Null_Percentage and 100 Not_Null percentage ROW 41: has 0 Null_Percentage and 100 Not_Null percentage ROW 42: has 0 Null_Percentage and 100 Not_Null percentage ROW 43: has 0 Null_Percentage and 100 Not_Null percentage ROW 44: has 0 Null_Percentage and 100 Not_Null percentage ROW 45: has 0 Null_Percentage and 100 Not_Null percentage ROW 46: has 0 Null_Percentage and 100 Not_Null percentage ROW 47: has 0 Null_Percentage and 100 Not_Null percentage ROW 48: has 0 Null_Percentage and 100 Not_Null percentage ROW 49: has 0 Null_Percentage and 100 Not_Null percentage ROW 50: has 0 Null_Percentage and 100 Not_Null percentage ROW 51: has 0 Null_Percentage and 100 Not_Null percentage ROW 52: has 0 Null_Percentage and 100 Not_Null percentage ROW 53: has 0 Null_Percentage and 100 Not_Null percentage ROW 54: has 0 Null_Percentage and 100 Not_Null percentage ROW 55: has 3 Null_Percentage and 96 Not_Null percentage ROW 56: has 0 Null_Percentage and 100 Not_Null percentage ROW 57: has 0 Null_Percentage and 100 Not_Null percentage ROW 58: has 0 Null_Percentage and 100 Not_Null percentage ROW 59: has 0 Null_Percentage and 100 Not_Null percentage ROW 60: has 0 Null_Percentage and 100 Not_Null percentage ROW 61: has 0 Null_Percentage and 100 Not_Null percentage ROW 62: has 0 Null_Percentage and 100 Not_Null percentage ROW 63: has 0 Null_Percentage and 100 Not_Null percentage ROW 64: has 0 Null_Percentage and 100 Not_Null percentage ROW 65: has 0 Null_Percentage and 100 Not_Null percentage ROW 66: has 0 Null_Percentage and 100 Not_Null percentage ROW 67: has 0 Null_Percentage and 100 Not_Null percentage ROW 68: has 0 Null_Percentage and 100 Not_Null percentage ROW 69: has 0 Null_Percentage and 100 Not_Null percentage ROW 70: has 0 Null_Percentage and 100 Not_Null percentage ROW 71: has 0 Null_Percentage and 100 Not_Null percentage ROW 72: has 0 Null_Percentage and 100 Not_Null percentage ROW 73: has 0 Null_Percentage and 100 Not_Null percentage ROW 74: has 0 Null_Percentage and 100 Not_Null percentage ROW 75: has 0 Null_Percentage and 100 Not_Null percentage ROW 76: has 0 Null_Percentage and 100 Not_Null percentage ROW 77: has 0 Null_Percentage and 100 Not_Null percentage ROW 78: has 0 Null_Percentage and 100 Not_Null percentage ROW 79: has 0 Null_Percentage and 100 Not_Null percentage ROW 80: has 0 Null_Percentage and 100 Not_Null percentage ROW 81: has 0 Null_Percentage and 100 Not_Null percentage ROW 82: has 0 Null_Percentage and 100 Not_Null percentage ROW 83: has 0 Null_Percentage and 100 Not_Null percentage ROW 84: has 10 Null_Percentage and 89 Not_Null percentage ROW 85: has 0 Null_Percentage and 100 Not_Null percentage ROW 86: has 0 Null_Percentage and 100 Not_Null percentage ROW 87: has 0 Null_Percentage and 100 Not_Null percentage ROW 88: has 0 Null_Percentage and 100 Not_Null percentage ROW 89: has 0 Null_Percentage and 100 Not_Null percentage ROW 90: has 0 Null_Percentage and 100 Not_Null percentage ROW 91: has 0 Null_Percentage and 100 Not_Null percentage ROW 92: has 0 Null_Percentage and 100 Not_Null percentage ROW 93: has 0 Null_Percentage and 100 Not_Null percentage ROW 94: has 0 Null_Percentage and 100 Not_Null percentage ROW 95: has 0 Null_Percentage and 100 Not_Null percentage ROW 96: has 0 Null_Percentage and 100 Not_Null percentage ROW 97: has 0 Null_Percentage and 100 Not_Null percentage ROW 98: has 10 Null_Percentage and 89 Not_Null percentage ROW 99: has 3 Null_Percentage and 96 Not_Null percentage ROW 100: has 0 Null_Percentage and 100 Not_Null percentage ROW 101: has 0 Null_Percentage and 100 Not_Null percentage ROW 102: has 0 Null_Percentage and 100 Not_Null percentage ROW 103: has 0 Null_Percentage and 100 Not_Null percentage ROW 104: has 0 Null_Percentage and 100 Not_Null percentage ROW 105: has 0 Null_Percentage and 100 Not_Null percentage ROW 106: has 0 Null_Percentage and 100 Not_Null percentage ROW 107: has 0 Null_Percentage and 100 Not_Null percentage ROW 108: has 0 Null_Percentage and 100 Not_Null percentage ROW 109: has 0 Null_Percentage and 100 Not_Null percentage ROW 110: has 0 Null_Percentage and 100 Not_Null percentage ROW 111: has 0 Null_Percentage and 100 Not_Null percentage ROW 112: has 0 Null_Percentage and 100 Not_Null percentage ROW 113: has 0 Null_Percentage and 100 Not_Null percentage ROW 114: has 0 Null_Percentage and 100 Not_Null percentage ROW 115: has 0 Null_Percentage and 100 Not_Null percentage ROW 116: has 0 Null_Percentage and 100 Not_Null percentage ROW 117: has 0 Null_Percentage and 100 Not_Null percentage ROW 118: has 0 Null_Percentage and 100 Not_Null percentage ROW 119: has 0 Null_Percentage and 100 Not_Null percentage ROW 120: has 0 Null_Percentage and 100 Not_Null percentage ROW 121: has 0 Null_Percentage and 100 Not_Null percentage ROW 122: has 0 Null_Percentage and 100 Not_Null percentage ROW 123: has 0 Null_Percentage and 100 Not_Null percentage ROW 124: has 0 Null_Percentage and 100 Not_Null percentage ROW 125: has 0 Null_Percentage and 100 Not_Null percentage ROW 126: has 0 Null_Percentage and 100 Not_Null percentage ROW 127: has 0 Null_Percentage and 100 Not_Null percentage ROW 128: has 0 Null_Percentage and 100 Not_Null percentage ROW 129: has 0 Null_Percentage and 100 Not_Null percentage ROW 130: has 0 Null_Percentage and 100 Not_Null percentage ROW 131: has 0 Null_Percentage and 100 Not_Null percentage ROW 132: has 0 Null_Percentage and 100 Not_Null percentage ROW 133: has 0 Null_Percentage and 100 Not_Null percentage ROW 134: has 0 Null_Percentage and 100 Not_Null percentage ROW 135: has 0 Null_Percentage and 100 Not_Null percentage ROW 136: has 0 Null_Percentage and 100 Not_Null percentage ROW 137: has 0 Null_Percentage and 100 Not_Null percentage ROW 138: has 0 Null_Percentage and 100 Not_Null percentage ROW 139: has 0 Null_Percentage and 100 Not_Null percentage ROW 140: has 0 Null_Percentage and 100 Not_Null percentage ROW 141: has 0 Null_Percentage and 100 Not_Null percentage ROW 142: has 0 Null_Percentage and 100 Not_Null percentage ROW 143: has 0 Null_Percentage and 100 Not_Null percentage ROW 144: has 0 Null_Percentage and 100 Not_Null percentage ROW 145: has 0 Null_Percentage and 100 Not_Null percentage ROW 146: has 0 Null_Percentage and 100 Not_Null percentage ROW 147: has 0 Null_Percentage and 100 Not_Null percentage ROW 148: has 0 Null_Percentage and 100 Not_Null percentage ROW 149: has 0 Null_Percentage and 100 Not_Null percentage ROW 150: has 0 Null_Percentage and 100 Not_Null percentage ROW 151: has 0 Null_Percentage and 100 Not_Null percentage ROW 152: has 0 Null_Percentage and 100 Not_Null percentage ROW 153: has 0 Null_Percentage and 100 Not_Null percentage ROW 154: has 0 Null_Percentage and 100 Not_Null percentage ROW 155: has 0 Null_Percentage and 100 Not_Null percentage ROW 156: has 0 Null_Percentage and 100 Not_Null percentage ROW 157: has 0 Null_Percentage and 100 Not_Null percentage ROW 158: has 0 Null_Percentage and 100 Not_Null percentage ROW 159: has 0 Null_Percentage and 100 Not_Null percentage ROW 160: has 0 Null_Percentage and 100 Not_Null percentage ROW 161: has 0 Null_Percentage and 100 Not_Null percentage ROW 162: has 0 Null_Percentage and 100 Not_Null percentage ROW 163: has 0 Null_Percentage and 100 Not_Null percentage ROW 164: has 0 Null_Percentage and 100 Not_Null percentage ROW 165: has 0 Null_Percentage and 100 Not_Null percentage ROW 166: has 0 Null_Percentage and 100 Not_Null percentage ROW 167: has 0 Null_Percentage and 100 Not_Null percentage ROW 168: has 0 Null_Percentage and 100 Not_Null percentage ROW 169: has 0 Null_Percentage and 100 Not_Null percentage ROW 170: has 0 Null_Percentage and 100 Not_Null percentage ROW 171: has 0 Null_Percentage and 100 Not_Null percentage ROW 172: has 0 Null_Percentage and 100 Not_Null percentage ROW 173: has 0 Null_Percentage and 100 Not_Null percentage ROW 174: has 0 Null_Percentage and 100 Not_Null percentage ROW 175: has 0 Null_Percentage and 100 Not_Null percentage ROW 176: has 0 Null_Percentage and 100 Not_Null percentage ROW 177: has 14 Null_Percentage and 85 Not_Null percentage ROW 178: has 0 Null_Percentage and 100 Not_Null percentage ROW 179: has 0 Null_Percentage and 100 Not_Null percentage ROW 180: has 0 Null_Percentage and 100 Not_Null percentage ROW 181: has 0 Null_Percentage and 100 Not_Null percentage ROW 182: has 0 Null_Percentage and 100 Not_Null percentage ROW 183: has 0 Null_Percentage and 100 Not_Null percentage ROW 184: has 0 Null_Percentage and 100 Not_Null percentage ROW 185: has 0 Null_Percentage and 100 Not_Null percentage ROW 186: has 0 Null_Percentage and 100 Not_Null percentage ROW 187: has 0 Null_Percentage and 100 Not_Null percentage ROW 188: has 0 Null_Percentage and 100 Not_Null percentage ROW 189: has 0 Null_Percentage and 100 Not_Null percentage ROW 190: has 0 Null_Percentage and 100 Not_Null percentage ROW 191: has 0 Null_Percentage and 100 Not_Null percentage ROW 192: has 0 Null_Percentage and 100 Not_Null percentage ROW 193: has 0 Null_Percentage and 100 Not_Null percentage ROW 194: has 0 Null_Percentage and 100 Not_Null percentage ROW 195: has 0 Null_Percentage and 100 Not_Null percentage ROW 196: has 0 Null_Percentage and 100 Not_Null percentage ROW 197: has 0 Null_Percentage and 100 Not_Null percentage ROW 198: has 0 Null_Percentage and 100 Not_Null percentage ROW 199: has 21 Null_Percentage and 78 Not_Null percentage ROW 200: has 0 Null_Percentage and 100 Not_Null percentage ROW 201: has 0 Null_Percentage and 100 Not_Null percentage ROW 202: has 0 Null_Percentage and 100 Not_Null percentage ROW 203: has 0 Null_Percentage and 100 Not_Null percentage ROW 204: 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221: has 0 Null_Percentage and 100 Not_Null percentage ROW 222: has 0 Null_Percentage and 100 Not_Null percentage ROW 223: has 0 Null_Percentage and 100 Not_Null percentage ROW 224: has 0 Null_Percentage and 100 Not_Null percentage ROW 225: has 0 Null_Percentage and 100 Not_Null percentage ROW 226: has 0 Null_Percentage and 100 Not_Null percentage ROW 227: has 0 Null_Percentage and 100 Not_Null percentage ROW 228: has 0 Null_Percentage and 100 Not_Null percentage ROW 229: has 0 Null_Percentage and 100 Not_Null percentage ROW 230: has 0 Null_Percentage and 100 Not_Null percentage ROW 231: has 0 Null_Percentage and 100 Not_Null percentage ROW 232: has 0 Null_Percentage and 100 Not_Null percentage ROW 233: has 0 Null_Percentage and 100 Not_Null percentage ROW 234: has 0 Null_Percentage and 100 Not_Null percentage ROW 235: has 0 Null_Percentage and 100 Not_Null percentage ROW 236: has 0 Null_Percentage and 100 Not_Null percentage ROW 237: has 0 Null_Percentage and 100 Not_Null percentage ROW 238: has 0 Null_Percentage and 100 Not_Null percentage ROW 239: has 0 Null_Percentage and 100 Not_Null percentage ROW 240: has 0 Null_Percentage and 100 Not_Null percentage ROW 241: has 0 Null_Percentage and 100 Not_Null percentage ROW 242: has 7 Null_Percentage and 92 Not_Null percentage ROW 243: has 0 Null_Percentage and 100 Not_Null percentage ROW 244: has 0 Null_Percentage and 100 Not_Null percentage ROW 245: has 0 Null_Percentage and 100 Not_Null percentage ROW 246: has 0 Null_Percentage and 100 Not_Null percentage ROW 247: has 0 Null_Percentage and 100 Not_Null percentage ROW 248: has 3 Null_Percentage and 96 Not_Null percentage ROW 249: has 0 Null_Percentage and 100 Not_Null percentage ROW 250: has 0 Null_Percentage and 100 Not_Null percentage ROW 251: has 0 Null_Percentage and 100 Not_Null percentage ROW 252: has 0 Null_Percentage and 100 Not_Null percentage ROW 253: has 0 Null_Percentage and 100 Not_Null percentage ROW 254: has 0 Null_Percentage and 100 Not_Null percentage ROW 255: has 0 Null_Percentage and 100 Not_Null percentage ROW 256: has 0 Null_Percentage and 100 Not_Null percentage ROW 257: has 0 Null_Percentage and 100 Not_Null percentage ROW 258: has 0 Null_Percentage and 100 Not_Null percentage ROW 259: has 0 Null_Percentage and 100 Not_Null percentage ROW 260: has 17 Null_Percentage and 82 Not_Null percentage ROW 261: has 0 Null_Percentage and 100 Not_Null percentage ROW 262: has 0 Null_Percentage and 100 Not_Null percentage ROW 263: has 0 Null_Percentage and 100 Not_Null percentage ROW 264: has 0 Null_Percentage and 100 Not_Null percentage ROW 265: has 0 Null_Percentage and 100 Not_Null percentage ROW 266: has 0 Null_Percentage and 100 Not_Null percentage ROW 267: has 0 Null_Percentage and 100 Not_Null percentage ROW 268: has 0 Null_Percentage and 100 Not_Null percentage ROW 269: has 0 Null_Percentage and 100 Not_Null percentage ROW 270: has 0 Null_Percentage and 100 Not_Null percentage ROW 271: has 0 Null_Percentage and 100 Not_Null percentage ROW 272: has 0 Null_Percentage and 100 Not_Null percentage ROW 273: has 0 Null_Percentage and 100 Not_Null percentage ROW 274: has 0 Null_Percentage and 100 Not_Null percentage ROW 275: has 0 Null_Percentage and 100 Not_Null percentage ROW 276: has 0 Null_Percentage and 100 Not_Null percentage ROW 277: has 0 Null_Percentage and 100 Not_Null percentage ROW 278: has 0 Null_Percentage and 100 Not_Null percentage ROW 279: has 53 Null_Percentage and 46 Not_Null percentage ROW 280: has 0 Null_Percentage and 100 Not_Null percentage ROW 281: has 0 Null_Percentage and 100 Not_Null percentage ROW 282: has 0 Null_Percentage and 100 Not_Null percentage ROW 283: has 0 Null_Percentage and 100 Not_Null percentage ROW 284: has 0 Null_Percentage and 100 Not_Null percentage ROW 285: has 0 Null_Percentage and 100 Not_Null percentage ROW 286: has 0 Null_Percentage and 100 Not_Null percentage ROW 287: has 0 Null_Percentage and 100 Not_Null percentage ROW 288: has 0 Null_Percentage and 100 Not_Null percentage ROW 289: has 0 Null_Percentage and 100 Not_Null percentage ROW 290: has 0 Null_Percentage and 100 Not_Null percentage ROW 291: has 0 Null_Percentage and 100 Not_Null percentage ROW 292: has 0 Null_Percentage and 100 Not_Null percentage ROW 293: has 0 Null_Percentage and 100 Not_Null percentage ROW 294: has 0 Null_Percentage and 100 Not_Null percentage ROW 295: has 0 Null_Percentage and 100 Not_Null percentage ROW 296: has 0 Null_Percentage and 100 Not_Null percentage ROW 297: has 0 Null_Percentage and 100 Not_Null percentage ROW 298: has 0 Null_Percentage and 100 Not_Null percentage ROW 299: has 0 Null_Percentage and 100 Not_Null percentage ROW 300: has 0 Null_Percentage and 100 Not_Null percentage ROW 301: has 0 Null_Percentage and 100 Not_Null percentage ROW 302: has 0 Null_Percentage and 100 Not_Null percentage ROW 303: has 0 Null_Percentage and 100 Not_Null percentage ROW 304: has 0 Null_Percentage and 100 Not_Null percentage ROW 305: has 0 Null_Percentage and 100 Not_Null percentage ROW 306: has 0 Null_Percentage and 100 Not_Null percentage ROW 307: has 0 Null_Percentage and 100 Not_Null percentage ROW 308: has 0 Null_Percentage and 100 Not_Null percentage ROW 309: has 0 Null_Percentage and 100 Not_Null percentage ROW 310: has 0 Null_Percentage and 100 Not_Null percentage ROW 311: has 0 Null_Percentage and 100 Not_Null percentage ROW 312: has 0 Null_Percentage and 100 Not_Null percentage ROW 313: has 0 Null_Percentage and 100 Not_Null percentage ROW 314: has 0 Null_Percentage and 100 Not_Null percentage ROW 315: has 0 Null_Percentage and 100 Not_Null percentage ROW 316: has 0 Null_Percentage and 100 Not_Null percentage ROW 317: has 0 Null_Percentage and 100 Not_Null percentage ROW 318: has 0 Null_Percentage and 100 Not_Null percentage ROW 319: has 0 Null_Percentage and 100 Not_Null percentage ROW 320: has 0 Null_Percentage and 100 Not_Null percentage ROW 321: has 0 Null_Percentage and 100 Not_Null percentage ROW 322: has 0 Null_Percentage 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Null_Percentage and 100 Not_Null percentage ROW 340: has 0 Null_Percentage and 100 Not_Null percentage ROW 341: has 0 Null_Percentage and 100 Not_Null percentage ROW 342: has 0 Null_Percentage and 100 Not_Null percentage ROW 343: has 0 Null_Percentage and 100 Not_Null percentage ROW 344: has 0 Null_Percentage and 100 Not_Null percentage ROW 345: has 0 Null_Percentage and 100 Not_Null percentage ROW 346: has 0 Null_Percentage and 100 Not_Null percentage ROW 347: has 0 Null_Percentage and 100 Not_Null percentage ROW 348: has 0 Null_Percentage and 100 Not_Null percentage ROW 349: has 0 Null_Percentage and 100 Not_Null percentage ROW 350: has 0 Null_Percentage and 100 Not_Null percentage ROW 351: has 0 Null_Percentage and 100 Not_Null percentage ROW 352: has 0 Null_Percentage and 100 Not_Null percentage ROW 353: has 0 Null_Percentage and 100 Not_Null percentage ROW 354: has 0 Null_Percentage and 100 Not_Null percentage ROW 355: has 0 Null_Percentage and 100 Not_Null percentage ROW 356: has 0 Null_Percentage and 100 Not_Null percentage ROW 357: has 0 Null_Percentage and 100 Not_Null percentage ROW 358: has 0 Null_Percentage and 100 Not_Null percentage ROW 359: has 0 Null_Percentage and 100 Not_Null percentage ROW 360: has 0 Null_Percentage and 100 Not_Null percentage ROW 361: has 0 Null_Percentage and 100 Not_Null percentage ROW 362: has 0 Null_Percentage and 100 Not_Null percentage ROW 363: has 0 Null_Percentage and 100 Not_Null percentage ROW 364: has 0 Null_Percentage and 100 Not_Null percentage ROW 365: has 0 Null_Percentage and 100 Not_Null percentage ROW 366: has 0 Null_Percentage and 100 Not_Null percentage ROW 367: has 10 Null_Percentage and 89 Not_Null percentage ROW 368: has 0 Null_Percentage and 100 Not_Null percentage ROW 369: has 0 Null_Percentage and 100 Not_Null percentage ROW 370: has 0 Null_Percentage and 100 Not_Null percentage ROW 371: has 0 Null_Percentage and 100 Not_Null percentage ROW 372: has 0 Null_Percentage and 100 Not_Null percentage ROW 373: 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390: has 0 Null_Percentage and 100 Not_Null percentage ROW 391: has 0 Null_Percentage and 100 Not_Null percentage ROW 392: has 0 Null_Percentage and 100 Not_Null percentage ROW 393: has 0 Null_Percentage and 100 Not_Null percentage ROW 394: has 0 Null_Percentage and 100 Not_Null percentage ROW 395: has 0 Null_Percentage and 100 Not_Null percentage ROW 396: has 0 Null_Percentage and 100 Not_Null percentage ROW 397: has 0 Null_Percentage and 100 Not_Null percentage ROW 398: has 0 Null_Percentage and 100 Not_Null percentage ROW 399: has 0 Null_Percentage and 100 Not_Null percentage ROW 400: has 0 Null_Percentage and 100 Not_Null percentage ROW 401: has 0 Null_Percentage and 100 Not_Null percentage ROW 402: has 0 Null_Percentage and 100 Not_Null percentage ROW 403: has 0 Null_Percentage and 100 Not_Null percentage ROW 404: has 17 Null_Percentage and 82 Not_Null percentage ROW 405: has 0 Null_Percentage and 100 Not_Null percentage ROW 406: has 0 Null_Percentage and 100 Not_Null percentage ROW 407: has 0 Null_Percentage and 100 Not_Null percentage ROW 408: has 0 Null_Percentage and 100 Not_Null percentage ROW 409: has 0 Null_Percentage and 100 Not_Null percentage ROW 410: has 0 Null_Percentage and 100 Not_Null percentage ROW 411: has 0 Null_Percentage and 100 Not_Null percentage ROW 412: has 0 Null_Percentage and 100 Not_Null percentage ROW 413: has 0 Null_Percentage and 100 Not_Null percentage ROW 414: has 0 Null_Percentage and 100 Not_Null percentage ROW 415: has 0 Null_Percentage and 100 Not_Null percentage ROW 416: has 0 Null_Percentage and 100 Not_Null percentage ROW 417: has 0 Null_Percentage and 100 Not_Null percentage ROW 418: has 0 Null_Percentage and 100 Not_Null percentage ROW 419: has 0 Null_Percentage and 100 Not_Null percentage ROW 420: has 0 Null_Percentage and 100 Not_Null percentage ROW 421: has 0 Null_Percentage and 100 Not_Null percentage ROW 422: has 7 Null_Percentage and 92 Not_Null percentage ROW 423: has 0 Null_Percentage and 100 Not_Null percentage ROW 424: has 0 Null_Percentage and 100 Not_Null percentage ROW 425: has 0 Null_Percentage and 100 Not_Null percentage ROW 426: has 0 Null_Percentage and 100 Not_Null percentage ROW 427: has 0 Null_Percentage and 100 Not_Null percentage ROW 428: has 0 Null_Percentage and 100 Not_Null percentage ROW 429: has 0 Null_Percentage and 100 Not_Null percentage ROW 430: has 3 Null_Percentage and 96 Not_Null percentage ROW 431: has 0 Null_Percentage and 100 Not_Null percentage ROW 432: has 0 Null_Percentage and 100 Not_Null percentage ROW 433: has 0 Null_Percentage and 100 Not_Null percentage ROW 434: has 0 Null_Percentage and 100 Not_Null percentage ROW 435: has 0 Null_Percentage and 100 Not_Null percentage ROW 436: has 0 Null_Percentage and 100 Not_Null percentage ROW 437: has 0 Null_Percentage and 100 Not_Null percentage ROW 438: has 0 Null_Percentage and 100 Not_Null percentage ROW 439: has 0 Null_Percentage and 100 Not_Null percentage ROW 440: has 0 Null_Percentage and 100 Not_Null percentage ROW 441: has 0 Null_Percentage and 100 Not_Null percentage ROW 442: has 0 Null_Percentage and 100 Not_Null percentage ROW 443: has 0 Null_Percentage and 100 Not_Null percentage ROW 444: has 3 Null_Percentage and 96 Not_Null percentage ROW 445: has 0 Null_Percentage and 100 Not_Null percentage ROW 446: has 0 Null_Percentage and 100 Not_Null percentage ROW 447: has 0 Null_Percentage and 100 Not_Null percentage ROW 448: has 0 Null_Percentage and 100 Not_Null percentage ROW 449: has 0 Null_Percentage and 100 Not_Null percentage ROW 450: has 0 Null_Percentage and 100 Not_Null percentage ROW 451: has 0 Null_Percentage and 100 Not_Null percentage ROW 452: has 0 Null_Percentage and 100 Not_Null percentage ROW 453: has 0 Null_Percentage and 100 Not_Null percentage ROW 454: has 0 Null_Percentage and 100 Not_Null percentage ROW 455: has 0 Null_Percentage and 100 Not_Null percentage ROW 456: has 0 Null_Percentage and 100 Not_Null percentage ROW 457: has 0 Null_Percentage and 100 Not_Null percentage ROW 458: has 0 Null_Percentage and 100 Not_Null percentage ROW 459: has 21 Null_Percentage and 78 Not_Null percentage ROW 460: has 0 Null_Percentage and 100 Not_Null percentage ROW 461: has 0 Null_Percentage and 100 Not_Null percentage ROW 462: has 0 Null_Percentage and 100 Not_Null percentage ROW 463: has 0 Null_Percentage and 100 Not_Null percentage ROW 464: has 0 Null_Percentage and 100 Not_Null percentage ROW 465: has 0 Null_Percentage and 100 Not_Null percentage ROW 466: has 0 Null_Percentage and 100 Not_Null percentage ROW 467: has 0 Null_Percentage and 100 Not_Null percentage ROW 468: has 0 Null_Percentage and 100 Not_Null percentage ROW 469: has 0 Null_Percentage and 100 Not_Null percentage ROW 470: has 0 Null_Percentage and 100 Not_Null percentage ROW 471: has 0 Null_Percentage and 100 Not_Null percentage ROW 472: has 0 Null_Percentage and 100 Not_Null percentage ROW 473: has 0 Null_Percentage and 100 Not_Null percentage ROW 474: has 0 Null_Percentage 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Null_Percentage and 100 Not_Null percentage ROW 509: has 0 Null_Percentage and 100 Not_Null percentage ROW 510: has 0 Null_Percentage and 100 Not_Null percentage ROW 511: has 0 Null_Percentage and 100 Not_Null percentage ROW 512: has 0 Null_Percentage and 100 Not_Null percentage ROW 513: has 0 Null_Percentage and 100 Not_Null percentage ROW 514: has 0 Null_Percentage and 100 Not_Null percentage ROW 515: has 0 Null_Percentage and 100 Not_Null percentage ROW 516: has 0 Null_Percentage and 100 Not_Null percentage ROW 517: has 0 Null_Percentage and 100 Not_Null percentage ROW 518: has 0 Null_Percentage and 100 Not_Null percentage ROW 519: has 0 Null_Percentage and 100 Not_Null percentage ROW 520: has 0 Null_Percentage and 100 Not_Null percentage ROW 521: has 0 Null_Percentage and 100 Not_Null percentage ROW 522: has 0 Null_Percentage and 100 Not_Null percentage ROW 523: has 0 Null_Percentage and 100 Not_Null percentage ROW 524: has 0 Null_Percentage and 100 Not_Null percentage ROW 525: has 0 Null_Percentage and 100 Not_Null percentage ROW 526: has 0 Null_Percentage and 100 Not_Null percentage ROW 527: has 0 Null_Percentage and 100 Not_Null percentage ROW 528: has 0 Null_Percentage and 100 Not_Null percentage ROW 529: has 0 Null_Percentage and 100 Not_Null percentage ROW 530: has 0 Null_Percentage and 100 Not_Null percentage ROW 531: has 0 Null_Percentage and 100 Not_Null percentage ROW 532: has 0 Null_Percentage and 100 Not_Null percentage ROW 533: has 0 Null_Percentage and 100 Not_Null percentage ROW 534: has 0 Null_Percentage and 100 Not_Null percentage ROW 535: has 0 Null_Percentage and 100 Not_Null percentage ROW 536: has 0 Null_Percentage and 100 Not_Null percentage ROW 537: has 17 Null_Percentage and 82 Not_Null percentage ROW 538: has 0 Null_Percentage and 100 Not_Null percentage ROW 539: has 0 Null_Percentage and 100 Not_Null percentage ROW 540: has 0 Null_Percentage and 100 Not_Null percentage ROW 541: has 0 Null_Percentage and 100 Not_Null percentage ROW 542: has 0 Null_Percentage and 100 Not_Null percentage ROW 543: has 25 Null_Percentage and 75 Not_Null percentage ROW 544: has 0 Null_Percentage and 100 Not_Null percentage ROW 545: has 0 Null_Percentage and 100 Not_Null percentage ROW 546: has 0 Null_Percentage and 100 Not_Null percentage ROW 547: has 0 Null_Percentage and 100 Not_Null percentage ROW 548: has 0 Null_Percentage and 100 Not_Null percentage ROW 549: has 0 Null_Percentage and 100 Not_Null percentage ROW 550: has 0 Null_Percentage and 100 Not_Null percentage ROW 551: has 0 Null_Percentage and 100 Not_Null percentage ROW 552: has 0 Null_Percentage and 100 Not_Null percentage ROW 553: has 0 Null_Percentage and 100 Not_Null percentage ROW 554: has 0 Null_Percentage and 100 Not_Null percentage ROW 555: has 0 Null_Percentage and 100 Not_Null percentage ROW 556: has 0 Null_Percentage and 100 Not_Null percentage ROW 557: has 0 Null_Percentage and 100 Not_Null percentage ROW 558: has 0 Null_Percentage and 100 Not_Null percentage ROW 559: has 3 Null_Percentage and 96 Not_Null percentage ROW 560: has 0 Null_Percentage and 100 Not_Null percentage ROW 561: has 0 Null_Percentage and 100 Not_Null percentage ROW 562: has 0 Null_Percentage and 100 Not_Null percentage ROW 563: has 0 Null_Percentage and 100 Not_Null percentage ROW 564: has 0 Null_Percentage and 100 Not_Null percentage ROW 565: has 0 Null_Percentage and 100 Not_Null percentage ROW 566: has 0 Null_Percentage and 100 Not_Null percentage ROW 567: has 0 Null_Percentage and 100 Not_Null percentage ROW 568: has 0 Null_Percentage and 100 Not_Null percentage ROW 569: has 0 Null_Percentage and 100 Not_Null percentage ROW 570: has 0 Null_Percentage and 100 Not_Null percentage ROW 571: has 0 Null_Percentage and 100 Not_Null percentage ROW 572: has 0 Null_Percentage and 100 Not_Null percentage ROW 573: has 0 Null_Percentage and 100 Not_Null percentage ROW 574: has 0 Null_Percentage and 100 Not_Null percentage ROW 575: has 0 Null_Percentage and 100 Not_Null percentage ROW 576: has 0 Null_Percentage and 100 Not_Null percentage ROW 577: has 0 Null_Percentage and 100 Not_Null percentage ROW 578: has 0 Null_Percentage and 100 Not_Null percentage ROW 579: has 0 Null_Percentage and 100 Not_Null percentage ROW 580: has 0 Null_Percentage and 100 Not_Null percentage ROW 581: has 0 Null_Percentage and 100 Not_Null percentage ROW 582: has 0 Null_Percentage and 100 Not_Null percentage ROW 583: has 0 Null_Percentage and 100 Not_Null percentage ROW 584: has 0 Null_Percentage and 100 Not_Null percentage ROW 585: has 0 Null_Percentage and 100 Not_Null percentage ROW 586: has 0 Null_Percentage and 100 Not_Null percentage ROW 587: has 0 Null_Percentage and 100 Not_Null percentage ROW 588: has 0 Null_Percentage and 100 Not_Null percentage ROW 589: has 0 Null_Percentage and 100 Not_Null percentage ROW 590: has 0 Null_Percentage and 100 Not_Null percentage ROW 591: has 0 Null_Percentage and 100 Not_Null percentage ROW 592: has 0 Null_Percentage and 100 Not_Null percentage ROW 593: has 17 Null_Percentage and 82 Not_Null percentage ROW 594: has 0 Null_Percentage and 100 Not_Null percentage ROW 595: has 0 Null_Percentage and 100 Not_Null percentage ROW 596: has 0 Null_Percentage and 100 Not_Null percentage ROW 597: has 0 Null_Percentage and 100 Not_Null percentage ROW 598: has 0 Null_Percentage and 100 Not_Null percentage ROW 599: has 0 Null_Percentage and 100 Not_Null percentage ROW 600: has 0 Null_Percentage and 100 Not_Null percentage ROW 601: has 0 Null_Percentage and 100 Not_Null percentage ROW 602: has 0 Null_Percentage and 100 Not_Null percentage ROW 603: has 0 Null_Percentage and 100 Not_Null percentage ROW 604: has 0 Null_Percentage and 100 Not_Null percentage ROW 605: has 0 Null_Percentage and 100 Not_Null percentage ROW 606: has 0 Null_Percentage and 100 Not_Null percentage ROW 607: has 0 Null_Percentage and 100 Not_Null percentage ROW 608: has 0 Null_Percentage and 100 Not_Null percentage ROW 609: has 0 Null_Percentage and 100 Not_Null percentage ROW 610: has 0 Null_Percentage and 100 Not_Null percentage ROW 611: has 0 Null_Percentage and 100 Not_Null percentage ROW 612: has 0 Null_Percentage and 100 Not_Null percentage ROW 613: has 0 Null_Percentage and 100 Not_Null percentage ROW 614: has 0 Null_Percentage and 100 Not_Null percentage ROW 615: has 0 Null_Percentage and 100 Not_Null percentage ROW 616: has 0 Null_Percentage and 100 Not_Null percentage ROW 617: has 0 Null_Percentage and 100 Not_Null percentage ROW 618: has 0 Null_Percentage and 100 Not_Null percentage ROW 619: has 0 Null_Percentage and 100 Not_Null percentage ROW 620: has 0 Null_Percentage and 100 Not_Null percentage ROW 621: has 0 Null_Percentage and 100 Not_Null percentage ROW 622: has 0 Null_Percentage and 100 Not_Null percentage ROW 623: has 0 Null_Percentage and 100 Not_Null percentage ROW 624: has 3 Null_Percentage and 96 Not_Null percentage ROW 625: has 0 Null_Percentage and 100 Not_Null percentage ROW 626: has 0 Null_Percentage and 100 Not_Null percentage ROW 627: has 0 Null_Percentage and 100 Not_Null percentage ROW 628: has 0 Null_Percentage and 100 Not_Null percentage ROW 629: has 0 Null_Percentage and 100 Not_Null percentage ROW 630: has 0 Null_Percentage and 100 Not_Null percentage ROW 631: has 0 Null_Percentage and 100 Not_Null percentage ROW 632: has 0 Null_Percentage and 100 Not_Null percentage ROW 633: has 0 Null_Percentage and 100 Not_Null percentage ROW 634: has 0 Null_Percentage and 100 Not_Null percentage ROW 635: has 0 Null_Percentage and 100 Not_Null percentage ROW 636: has 0 Null_Percentage and 100 Not_Null percentage ROW 637: has 0 Null_Percentage and 100 Not_Null percentage ROW 638: has 0 Null_Percentage and 100 Not_Null percentage ROW 639: has 0 Null_Percentage and 100 Not_Null percentage ROW 640: has 3 Null_Percentage and 96 Not_Null percentage ROW 641: has 0 Null_Percentage and 100 Not_Null percentage ROW 642: has 3 Null_Percentage and 96 Not_Null percentage ROW 643: has 0 Null_Percentage and 100 Not_Null percentage ROW 644: has 0 Null_Percentage and 100 Not_Null percentage ROW 645: has 17 Null_Percentage and 82 Not_Null percentage ROW 646: has 0 Null_Percentage and 100 Not_Null percentage ROW 647: has 0 Null_Percentage and 100 Not_Null percentage ROW 648: has 0 Null_Percentage and 100 Not_Null percentage ROW 649: has 0 Null_Percentage and 100 Not_Null percentage ROW 650: has 0 Null_Percentage and 100 Not_Null percentage ROW 651: has 0 Null_Percentage and 100 Not_Null percentage ROW 652: has 0 Null_Percentage and 100 Not_Null percentage ROW 653: has 0 Null_Percentage and 100 Not_Null percentage ROW 654: has 0 Null_Percentage and 100 Not_Null percentage ROW 655: has 0 Null_Percentage and 100 Not_Null percentage ROW 656: has 0 Null_Percentage and 100 Not_Null percentage ROW 657: has 0 Null_Percentage and 100 Not_Null percentage ROW 658: has 0 Null_Percentage and 100 Not_Null percentage ROW 659: has 0 Null_Percentage and 100 Not_Null percentage ROW 660: has 0 Null_Percentage and 100 Not_Null percentage ROW 661: has 0 Null_Percentage and 100 Not_Null percentage ROW 662: has 0 Null_Percentage and 100 Not_Null percentage ROW 663: has 0 Null_Percentage and 100 Not_Null percentage ROW 664: has 0 Null_Percentage and 100 Not_Null percentage ROW 665: has 0 Null_Percentage and 100 Not_Null percentage ROW 666: has 0 Null_Percentage and 100 Not_Null percentage ROW 667: has 0 Null_Percentage and 100 Not_Null percentage ROW 668: has 0 Null_Percentage and 100 Not_Null percentage ROW 669: has 0 Null_Percentage and 100 Not_Null percentage ROW 670: has 0 Null_Percentage and 100 Not_Null percentage ROW 671: has 0 Null_Percentage and 100 Not_Null percentage ROW 672: has 0 Null_Percentage and 100 Not_Null percentage ROW 673: has 0 Null_Percentage and 100 Not_Null percentage ROW 674: has 0 Null_Percentage and 100 Not_Null percentage ROW 675: has 0 Null_Percentage and 100 Not_Null percentage ROW 676: has 3 Null_Percentage and 96 Not_Null percentage ROW 677: has 0 Null_Percentage and 100 Not_Null percentage ROW 678: has 0 Null_Percentage and 100 Not_Null percentage ROW 679: has 0 Null_Percentage and 100 Not_Null percentage ROW 680: has 0 Null_Percentage and 100 Not_Null percentage ROW 681: has 0 Null_Percentage and 100 Not_Null percentage ROW 682: has 0 Null_Percentage and 100 Not_Null percentage ROW 683: has 0 Null_Percentage and 100 Not_Null percentage ROW 684: has 0 Null_Percentage and 100 Not_Null percentage ROW 685: has 25 Null_Percentage and 75 Not_Null percentage ROW 686: has 0 Null_Percentage and 100 Not_Null percentage ROW 687: has 0 Null_Percentage and 100 Not_Null percentage ROW 688: has 0 Null_Percentage and 100 Not_Null percentage ROW 689: has 0 Null_Percentage and 100 Not_Null percentage ROW 690: has 0 Null_Percentage and 100 Not_Null percentage ROW 691: has 0 Null_Percentage and 100 Not_Null percentage ROW 692: has 0 Null_Percentage and 100 Not_Null percentage ROW 693: has 0 Null_Percentage and 100 Not_Null percentage ROW 694: has 0 Null_Percentage and 100 Not_Null percentage ROW 695: has 0 Null_Percentage and 100 Not_Null percentage ROW 696: has 0 Null_Percentage and 100 Not_Null percentage ROW 697: has 0 Null_Percentage and 100 Not_Null percentage ROW 698: has 0 Null_Percentage and 100 Not_Null percentage ROW 699: has 0 Null_Percentage and 100 Not_Null percentage ROW 700: has 0 Null_Percentage and 100 Not_Null percentage ROW 701: has 0 Null_Percentage and 100 Not_Null percentage ROW 702: has 0 Null_Percentage and 100 Not_Null percentage ROW 703: has 0 Null_Percentage and 100 Not_Null percentage ROW 704: has 0 Null_Percentage and 100 Not_Null percentage ROW 705: has 0 Null_Percentage and 100 Not_Null percentage ROW 706: has 0 Null_Percentage and 100 Not_Null percentage ROW 707: has 0 Null_Percentage and 100 Not_Null percentage ROW 708: has 0 Null_Percentage and 100 Not_Null percentage ROW 709: has 0 Null_Percentage and 100 Not_Null percentage ROW 710: has 0 Null_Percentage and 100 Not_Null percentage ROW 711: has 0 Null_Percentage and 100 Not_Null percentage ROW 712: has 0 Null_Percentage and 100 Not_Null percentage ROW 713: has 3 Null_Percentage and 96 Not_Null percentage ROW 714: has 0 Null_Percentage and 100 Not_Null percentage ROW 715: has 0 Null_Percentage and 100 Not_Null percentage ROW 716: has 0 Null_Percentage and 100 Not_Null percentage ROW 717: has 0 Null_Percentage and 100 Not_Null percentage ROW 718: has 0 Null_Percentage and 100 Not_Null percentage ROW 719: has 0 Null_Percentage and 100 Not_Null percentage ROW 720: has 0 Null_Percentage and 100 Not_Null percentage ROW 721: has 0 Null_Percentage and 100 Not_Null percentage ROW 722: has 0 Null_Percentage and 100 Not_Null percentage ROW 723: has 0 Null_Percentage and 100 Not_Null percentage ROW 724: has 0 Null_Percentage and 100 Not_Null percentage ROW 725: has 0 Null_Percentage and 100 Not_Null percentage ROW 726: has 0 Null_Percentage and 100 Not_Null percentage ROW 727: has 0 Null_Percentage and 100 Not_Null percentage ROW 728: has 0 Null_Percentage and 100 Not_Null percentage ROW 729: has 0 Null_Percentage and 100 Not_Null percentage ROW 730: has 0 Null_Percentage and 100 Not_Null percentage ROW 731: has 0 Null_Percentage and 100 Not_Null percentage ROW 732: has 0 Null_Percentage and 100 Not_Null percentage ROW 733: has 0 Null_Percentage and 100 Not_Null percentage ROW 734: has 0 Null_Percentage and 100 Not_Null percentage ROW 735: has 0 Null_Percentage and 100 Not_Null percentage ROW 736: has 0 Null_Percentage and 100 Not_Null percentage ROW 737: has 0 Null_Percentage and 100 Not_Null percentage ROW 738: has 0 Null_Percentage and 100 Not_Null percentage ROW 739: has 0 Null_Percentage and 100 Not_Null percentage ROW 740: has 0 Null_Percentage and 100 Not_Null percentage ROW 741: has 0 Null_Percentage and 100 Not_Null percentage ROW 742: has 0 Null_Percentage and 100 Not_Null percentage ROW 743: has 0 Null_Percentage and 100 Not_Null percentage ROW 744: has 0 Null_Percentage and 100 Not_Null percentage ROW 745: has 0 Null_Percentage and 100 Not_Null percentage ROW 746: has 0 Null_Percentage and 100 Not_Null percentage ROW 747: has 0 Null_Percentage and 100 Not_Null percentage ROW 748: has 0 Null_Percentage and 100 Not_Null percentage ROW 749: has 0 Null_Percentage and 100 Not_Null percentage ROW 750: has 0 Null_Percentage and 100 Not_Null percentage ROW 751: has 0 Null_Percentage and 100 Not_Null percentage ROW 752: has 0 Null_Percentage and 100 Not_Null percentage ROW 753: has 0 Null_Percentage and 100 Not_Null percentage ROW 754: has 0 Null_Percentage and 100 Not_Null percentage ROW 755: has 0 Null_Percentage and 100 Not_Null percentage ROW 756: has 0 Null_Percentage and 100 Not_Null percentage ROW 757: has 17 Null_Percentage and 82 Not_Null percentage ROW 758: has 0 Null_Percentage and 100 Not_Null percentage ROW 759: has 0 Null_Percentage and 100 Not_Null percentage ROW 760: has 0 Null_Percentage and 100 Not_Null percentage ROW 761: has 0 Null_Percentage and 100 Not_Null percentage ROW 762: has 0 Null_Percentage and 100 Not_Null percentage ROW 763: has 0 Null_Percentage and 100 Not_Null percentage ROW 764: has 0 Null_Percentage and 100 Not_Null percentage ROW 765: has 0 Null_Percentage and 100 Not_Null percentage ROW 766: has 0 Null_Percentage and 100 Not_Null percentage ROW 767: has 0 Null_Percentage and 100 Not_Null percentage ROW 768: has 0 Null_Percentage and 100 Not_Null percentage ROW 769: has 0 Null_Percentage and 100 Not_Null percentage ROW 770: has 0 Null_Percentage and 100 Not_Null percentage ROW 771: has 0 Null_Percentage and 100 Not_Null percentage ROW 772: has 0 Null_Percentage and 100 Not_Null percentage ROW 773: has 3 Null_Percentage and 96 Not_Null percentage ROW 774: has 0 Null_Percentage and 100 Not_Null percentage ROW 775: has 0 Null_Percentage and 100 Not_Null percentage ROW 776: has 0 Null_Percentage and 100 Not_Null percentage ROW 777: has 0 Null_Percentage and 100 Not_Null percentage ROW 778: has 0 Null_Percentage and 100 Not_Null percentage ROW 779: has 0 Null_Percentage and 100 Not_Null percentage ROW 780: has 3 Null_Percentage and 96 Not_Null percentage ROW 781: has 0 Null_Percentage and 100 Not_Null percentage ROW 782: has 0 Null_Percentage and 100 Not_Null percentage ROW 783: has 0 Null_Percentage and 100 Not_Null percentage ROW 784: has 0 Null_Percentage and 100 Not_Null percentage ROW 785: has 0 Null_Percentage and 100 Not_Null percentage ROW 786: has 0 Null_Percentage and 100 Not_Null percentage ROW 787: has 0 Null_Percentage and 100 Not_Null percentage ROW 788: has 0 Null_Percentage and 100 Not_Null percentage ROW 789: has 3 Null_Percentage and 96 Not_Null percentage ROW 790: has 0 Null_Percentage and 100 Not_Null percentage ROW 791: has 0 Null_Percentage and 100 Not_Null percentage ROW 792: has 0 Null_Percentage and 100 Not_Null percentage ROW 793: has 0 Null_Percentage and 100 Not_Null percentage ROW 794: has 0 Null_Percentage and 100 Not_Null percentage ROW 795: has 0 Null_Percentage and 100 Not_Null percentage ROW 796: has 0 Null_Percentage and 100 Not_Null percentage ROW 797: has 0 Null_Percentage and 100 Not_Null percentage ROW 798: has 0 Null_Percentage and 100 Not_Null percentage ROW 799: has 0 Null_Percentage and 100 Not_Null percentage ROW 800: has 0 Null_Percentage and 100 Not_Null percentage ROW 801: has 0 Null_Percentage and 100 Not_Null percentage ROW 802: has 0 Null_Percentage and 100 Not_Null percentage ROW 803: has 0 Null_Percentage and 100 Not_Null percentage ROW 804: has 0 Null_Percentage and 100 Not_Null percentage ROW 805: has 0 Null_Percentage and 100 Not_Null percentage ROW 806: has 0 Null_Percentage and 100 Not_Null percentage ROW 807: has 0 Null_Percentage and 100 Not_Null percentage ROW 808: has 0 Null_Percentage and 100 Not_Null percentage ROW 809: has 0 Null_Percentage and 100 Not_Null percentage ROW 810: has 7 Null_Percentage and 92 Not_Null percentage ROW 811: has 0 Null_Percentage and 100 Not_Null percentage ROW 812: has 0 Null_Percentage and 100 Not_Null percentage ROW 813: has 0 Null_Percentage and 100 Not_Null percentage ROW 814: has 0 Null_Percentage and 100 Not_Null percentage ROW 815: has 0 Null_Percentage and 100 Not_Null percentage ROW 816: has 14 Null_Percentage and 85 Not_Null percentage ROW 817: has 0 Null_Percentage and 100 Not_Null percentage ROW 818: has 0 Null_Percentage and 100 Not_Null percentage ROW 819: has 0 Null_Percentage and 100 Not_Null percentage ROW 820: has 0 Null_Percentage and 100 Not_Null percentage ROW 821: has 7 Null_Percentage and 92 Not_Null percentage ROW 822: has 0 Null_Percentage and 100 Not_Null percentage ROW 823: has 0 Null_Percentage and 100 Not_Null percentage ROW 824: has 0 Null_Percentage and 100 Not_Null percentage ROW 825: has 0 Null_Percentage and 100 Not_Null percentage ROW 826: has 17 Null_Percentage and 82 Not_Null percentage ROW 827: has 0 Null_Percentage and 100 Not_Null percentage ROW 828: has 0 Null_Percentage and 100 Not_Null percentage ROW 829: has 0 Null_Percentage and 100 Not_Null percentage ROW 830: has 0 Null_Percentage and 100 Not_Null percentage ROW 831: has 0 Null_Percentage and 100 Not_Null percentage ROW 832: has 0 Null_Percentage and 100 Not_Null percentage ROW 833: has 21 Null_Percentage and 78 Not_Null percentage ROW 834: has 0 Null_Percentage and 100 Not_Null percentage ROW 835: has 0 Null_Percentage and 100 Not_Null percentage ROW 836: has 0 Null_Percentage and 100 Not_Null percentage ROW 837: has 0 Null_Percentage and 100 Not_Null percentage ROW 838: has 0 Null_Percentage and 100 Not_Null percentage ROW 839: has 0 Null_Percentage and 100 Not_Null percentage ROW 840: has 0 Null_Percentage and 100 Not_Null percentage ROW 841: has 0 Null_Percentage and 100 Not_Null percentage ROW 842: has 0 Null_Percentage and 100 Not_Null percentage ROW 843: has 0 Null_Percentage and 100 Not_Null percentage ROW 844: has 0 Null_Percentage and 100 Not_Null percentage ROW 845: has 0 Null_Percentage and 100 Not_Null percentage ROW 846: has 0 Null_Percentage and 100 Not_Null percentage ROW 847: has 0 Null_Percentage and 100 Not_Null percentage ROW 848: has 0 Null_Percentage and 100 Not_Null percentage ROW 849: has 0 Null_Percentage and 100 Not_Null percentage ROW 850: has 0 Null_Percentage and 100 Not_Null percentage ROW 851: has 0 Null_Percentage and 100 Not_Null percentage ROW 852: has 0 Null_Percentage and 100 Not_Null percentage ROW 853: has 0 Null_Percentage and 100 Not_Null percentage ROW 854: has 0 Null_Percentage and 100 Not_Null percentage ROW 855: has 0 Null_Percentage and 100 Not_Null percentage ROW 856: has 0 Null_Percentage and 100 Not_Null percentage ROW 857: has 14 Null_Percentage and 85 Not_Null percentage ROW 858: has 0 Null_Percentage and 100 Not_Null percentage ROW 859: has 0 Null_Percentage and 100 Not_Null percentage ROW 860: has 0 Null_Percentage and 100 Not_Null percentage ROW 861: has 0 Null_Percentage and 100 Not_Null percentage ROW 862: has 0 Null_Percentage and 100 Not_Null percentage ROW 863: has 0 Null_Percentage and 100 Not_Null percentage ROW 864: has 0 Null_Percentage and 100 Not_Null percentage ROW 865: has 0 Null_Percentage and 100 Not_Null percentage ROW 866: has 0 Null_Percentage and 100 Not_Null percentage ROW 867: has 0 Null_Percentage and 100 Not_Null percentage ROW 868: has 0 Null_Percentage and 100 Not_Null percentage ROW 869: has 0 Null_Percentage and 100 Not_Null percentage ROW 870: has 0 Null_Percentage and 100 Not_Null percentage ROW 871: has 0 Null_Percentage and 100 Not_Null percentage ROW 872: has 0 Null_Percentage and 100 Not_Null percentage ROW 873: has 0 Null_Percentage and 100 Not_Null percentage ROW 874: has 0 Null_Percentage and 100 Not_Null percentage ROW 875: has 0 Null_Percentage and 100 Not_Null percentage ROW 876: has 0 Null_Percentage and 100 Not_Null percentage ROW 877: has 0 Null_Percentage and 100 Not_Null percentage ROW 878: has 0 Null_Percentage and 100 Not_Null percentage ROW 879: has 0 Null_Percentage and 100 Not_Null percentage ROW 880: has 0 Null_Percentage and 100 Not_Null percentage ROW 881: has 0 Null_Percentage and 100 Not_Null percentage ROW 882: has 0 Null_Percentage and 100 Not_Null percentage ROW 883: has 0 Null_Percentage and 100 Not_Null percentage ROW 884: has 0 Null_Percentage and 100 Not_Null percentage ROW 885: has 0 Null_Percentage and 100 Not_Null percentage ROW 886: has 0 Null_Percentage and 100 Not_Null percentage ROW 887: has 0 Null_Percentage and 100 Not_Null percentage ROW 888: has 0 Null_Percentage and 100 Not_Null percentage ROW 889: has 0 Null_Percentage and 100 Not_Null percentage ROW 890: has 3 Null_Percentage and 96 Not_Null percentage ROW 891: has 3 Null_Percentage and 96 Not_Null percentage ROW 892: has 0 Null_Percentage and 100 Not_Null percentage ROW 893: has 0 Null_Percentage and 100 Not_Null percentage ROW 894: has 0 Null_Percentage and 100 Not_Null percentage ROW 895: has 0 Null_Percentage and 100 Not_Null percentage ROW 896: has 0 Null_Percentage and 100 Not_Null percentage ROW 897: has 0 Null_Percentage and 100 Not_Null percentage ROW 898: has 0 Null_Percentage and 100 Not_Null percentage ROW 899: has 0 Null_Percentage and 100 Not_Null percentage ROW 900: has 0 Null_Percentage and 100 Not_Null percentage ROW 901: has 0 Null_Percentage and 100 Not_Null percentage ROW 902: has 0 Null_Percentage and 100 Not_Null percentage ROW 903: has 0 Null_Percentage and 100 Not_Null percentage ROW 904: has 0 Null_Percentage and 100 Not_Null percentage ROW 905: has 0 Null_Percentage and 100 Not_Null percentage ROW 906: has 0 Null_Percentage and 100 Not_Null percentage ROW 907: has 0 Null_Percentage and 100 Not_Null percentage ROW 908: has 0 Null_Percentage and 100 Not_Null percentage ROW 909: has 0 Null_Percentage and 100 Not_Null percentage ROW 910: has 0 Null_Percentage and 100 Not_Null percentage ROW 911: has 0 Null_Percentage and 100 Not_Null percentage ROW 912: has 0 Null_Percentage and 100 Not_Null percentage ROW 913: has 0 Null_Percentage and 100 Not_Null percentage ROW 914: has 0 Null_Percentage and 100 Not_Null percentage ROW 915: has 0 Null_Percentage and 100 Not_Null percentage ROW 916: has 0 Null_Percentage and 100 Not_Null percentage ROW 917: has 0 Null_Percentage and 100 Not_Null percentage ROW 918: has 0 Null_Percentage and 100 Not_Null percentage ROW 919: has 0 Null_Percentage and 100 Not_Null percentage ROW 920: has 0 Null_Percentage and 100 Not_Null percentage ROW 921: has 0 Null_Percentage and 100 Not_Null percentage ROW 922: has 0 Null_Percentage and 100 Not_Null percentage ROW 923: has 0 Null_Percentage and 100 Not_Null percentage ROW 924: has 0 Null_Percentage and 100 Not_Null percentage ROW 925: has 3 Null_Percentage and 96 Not_Null percentage ROW 926: has 0 Null_Percentage and 100 Not_Null percentage ROW 927: has 0 Null_Percentage and 100 Not_Null percentage ROW 928: has 0 Null_Percentage and 100 Not_Null percentage ROW 929: has 0 Null_Percentage and 100 Not_Null percentage ROW 930: has 0 Null_Percentage and 100 Not_Null percentage ROW 931: has 0 Null_Percentage and 100 Not_Null percentage ROW 932: has 0 Null_Percentage and 100 Not_Null percentage ROW 933: has 0 Null_Percentage and 100 Not_Null percentage ROW 934: has 0 Null_Percentage and 100 Not_Null percentage ROW 935: has 0 Null_Percentage and 100 Not_Null percentage ROW 936: has 0 Null_Percentage and 100 Not_Null percentage ROW 937: has 0 Null_Percentage and 100 Not_Null percentage ROW 938: has 0 Null_Percentage and 100 Not_Null percentage ROW 939: has 0 Null_Percentage and 100 Not_Null percentage ROW 940: has 0 Null_Percentage and 100 Not_Null percentage ROW 941: has 0 Null_Percentage and 100 Not_Null percentage ROW 942: has 0 Null_Percentage and 100 Not_Null percentage ROW 943: has 0 Null_Percentage and 100 Not_Null percentage ROW 944: has 0 Null_Percentage and 100 Not_Null percentage ROW 945: has 0 Null_Percentage and 100 Not_Null percentage ROW 946: has 0 Null_Percentage and 100 Not_Null percentage ROW 947: has 0 Null_Percentage and 100 Not_Null percentage ROW 948: has 0 Null_Percentage and 100 Not_Null percentage ROW 949: has 3 Null_Percentage and 96 Not_Null percentage ROW 950: has 0 Null_Percentage and 100 Not_Null percentage ROW 951: has 0 Null_Percentage and 100 Not_Null percentage ROW 952: has 3 Null_Percentage and 96 Not_Null percentage ROW 953: has 0 Null_Percentage and 100 Not_Null percentage ROW 954: has 0 Null_Percentage and 100 Not_Null percentage ROW 955: has 0 Null_Percentage and 100 Not_Null percentage ROW 956: has 0 Null_Percentage and 100 Not_Null percentage ROW 957: has 0 Null_Percentage and 100 Not_Null percentage ROW 958: has 0 Null_Percentage and 100 Not_Null percentage ROW 959: has 0 Null_Percentage and 100 Not_Null percentage ROW 960: has 0 Null_Percentage and 100 Not_Null percentage ROW 961: has 0 Null_Percentage and 100 Not_Null percentage ROW 962: has 28 Null_Percentage and 71 Not_Null percentage ROW 963: has 0 Null_Percentage and 100 Not_Null percentage ROW 964: has 0 Null_Percentage and 100 Not_Null percentage ROW 965: has 0 Null_Percentage and 100 Not_Null percentage ROW 966: has 0 Null_Percentage and 100 Not_Null percentage ROW 967: has 0 Null_Percentage and 100 Not_Null percentage ROW 968: has 0 Null_Percentage and 100 Not_Null percentage ROW 969: has 0 Null_Percentage and 100 Not_Null percentage ROW 970: has 0 Null_Percentage and 100 Not_Null percentage ROW 971: has 0 Null_Percentage and 100 Not_Null percentage ROW 972: has 0 Null_Percentage and 100 Not_Null percentage ROW 973: has 0 Null_Percentage and 100 Not_Null percentage ROW 974: has 0 Null_Percentage and 100 Not_Null percentage ROW 975: has 0 Null_Percentage and 100 Not_Null percentage ROW 976: has 0 Null_Percentage and 100 Not_Null percentage ROW 977: has 0 Null_Percentage and 100 Not_Null percentage ROW 978: has 0 Null_Percentage and 100 Not_Null percentage ROW 979: has 0 Null_Percentage and 100 Not_Null percentage ROW 980: has 0 Null_Percentage and 100 Not_Null percentage ROW 981: has 0 Null_Percentage and 100 Not_Null percentage ROW 982: has 0 Null_Percentage and 100 Not_Null percentage ROW 983: has 0 Null_Percentage and 100 Not_Null percentage ROW 984: has 0 Null_Percentage and 100 Not_Null percentage ROW 985: has 0 Null_Percentage and 100 Not_Null percentage ROW 986: has 0 Null_Percentage and 100 Not_Null percentage ROW 987: has 0 Null_Percentage and 100 Not_Null percentage ROW 988: has 0 Null_Percentage and 100 Not_Null percentage ROW 989: has 0 Null_Percentage and 100 Not_Null percentage ROW 990: has 0 Null_Percentage and 100 Not_Null percentage ROW 991: has 0 Null_Percentage and 100 Not_Null percentage ROW 992: has 0 Null_Percentage and 100 Not_Null percentage ROW 993: has 0 Null_Percentage and 100 Not_Null percentage ROW 994: has 21 Null_Percentage and 78 Not_Null percentage ROW 995: has 0 Null_Percentage and 100 Not_Null percentage ROW 996: has 0 Null_Percentage and 100 Not_Null percentage ROW 997: has 0 Null_Percentage and 100 Not_Null percentage ROW 998: has 0 Null_Percentage and 100 Not_Null percentage ROW 999: has 0 Null_Percentage and 100 Not_Null percentage ROW 1000: has 0 Null_Percentage and 100 Not_Null percentage ROW 1001: has 0 Null_Percentage and 100 Not_Null percentage ROW 1002: has 0 Null_Percentage and 100 Not_Null percentage ROW 1003: has 0 Null_Percentage and 100 Not_Null percentage ROW 1004: has 0 Null_Percentage and 100 Not_Null percentage ROW 1005: has 0 Null_Percentage and 100 Not_Null percentage ROW 1006: has 0 Null_Percentage and 100 Not_Null percentage ROW 1007: has 25 Null_Percentage and 75 Not_Null percentage ROW 1008: has 0 Null_Percentage and 100 Not_Null percentage ROW 1009: has 0 Null_Percentage and 100 Not_Null percentage ROW 1010: has 0 Null_Percentage and 100 Not_Null percentage ROW 1011: has 0 Null_Percentage and 100 Not_Null percentage ROW 1012: has 0 Null_Percentage and 100 Not_Null percentage ROW 1013: has 0 Null_Percentage and 100 Not_Null percentage ROW 1014: has 0 Null_Percentage and 100 Not_Null percentage ROW 1015: has 0 Null_Percentage and 100 Not_Null percentage ROW 1016: has 0 Null_Percentage and 100 Not_Null percentage ROW 1017: has 0 Null_Percentage and 100 Not_Null percentage ROW 1018: has 0 Null_Percentage and 100 Not_Null percentage ROW 1019: has 0 Null_Percentage and 100 Not_Null percentage ROW 1020: has 0 Null_Percentage and 100 Not_Null percentage ROW 1021: has 0 Null_Percentage and 100 Not_Null percentage ROW 1022: has 0 Null_Percentage and 100 Not_Null percentage ROW 1023: has 17 Null_Percentage and 82 Not_Null percentage ROW 1024: has 0 Null_Percentage and 100 Not_Null percentage ROW 1025: has 0 Null_Percentage and 100 Not_Null percentage ROW 1026: has 0 Null_Percentage and 100 Not_Null percentage ROW 1027: has 0 Null_Percentage and 100 Not_Null percentage ROW 1028: has 0 Null_Percentage and 100 Not_Null percentage ROW 1029: has 0 Null_Percentage and 100 Not_Null percentage ROW 1030: has 0 Null_Percentage and 100 Not_Null percentage ROW 1031: has 0 Null_Percentage and 100 Not_Null percentage ROW 1032: has 0 Null_Percentage and 100 Not_Null percentage ROW 1033: has 0 Null_Percentage and 100 Not_Null percentage ROW 1034: has 0 Null_Percentage and 100 Not_Null percentage ROW 1035: has 17 Null_Percentage and 82 Not_Null percentage ROW 1036: has 0 Null_Percentage and 100 Not_Null percentage ROW 1037: has 3 Null_Percentage and 96 Not_Null percentage ROW 1038: has 0 Null_Percentage and 100 Not_Null percentage ROW 1039: has 0 Null_Percentage and 100 Not_Null percentage ROW 1040: has 3 Null_Percentage and 96 Not_Null percentage ROW 1041: has 0 Null_Percentage and 100 Not_Null percentage ROW 1042: has 0 Null_Percentage and 100 Not_Null percentage ROW 1043: has 0 Null_Percentage and 100 Not_Null percentage ROW 1044: has 7 Null_Percentage and 92 Not_Null percentage ROW 1045: has 0 Null_Percentage and 100 Not_Null percentage ROW 1046: has 0 Null_Percentage and 100 Not_Null percentage ROW 1047: has 0 Null_Percentage and 100 Not_Null percentage ROW 1048: has 0 Null_Percentage and 100 Not_Null percentage ROW 1049: has 0 Null_Percentage and 100 Not_Null percentage ROW 1050: has 0 Null_Percentage and 100 Not_Null percentage ROW 1051: has 0 Null_Percentage and 100 Not_Null percentage ROW 1052: has 0 Null_Percentage and 100 Not_Null percentage ROW 1053: has 0 Null_Percentage and 100 Not_Null percentage ROW 1054: has 0 Null_Percentage and 100 Not_Null percentage ROW 1055: has 0 Null_Percentage and 100 Not_Null percentage ROW 1056: has 7 Null_Percentage and 92 Not_Null percentage ROW 1057: has 0 Null_Percentage and 100 Not_Null percentage ROW 1058: has 0 Null_Percentage and 100 Not_Null percentage ROW 1059: has 0 Null_Percentage and 100 Not_Null percentage ROW 1060: has 3 Null_Percentage and 96 Not_Null percentage ROW 1061: has 3 Null_Percentage and 96 Not_Null percentage ROW 1062: has 0 Null_Percentage and 100 Not_Null percentage ROW 1063: has 0 Null_Percentage and 100 Not_Null percentage ROW 1064: has 0 Null_Percentage and 100 Not_Null percentage ROW 1065: has 0 Null_Percentage and 100 Not_Null percentage ROW 1066: has 0 Null_Percentage and 100 Not_Null percentage ROW 1067: has 0 Null_Percentage and 100 Not_Null percentage ROW 1068: has 0 Null_Percentage and 100 Not_Null percentage ROW 1069: has 0 Null_Percentage and 100 Not_Null percentage ROW 1070: has 0 Null_Percentage and 100 Not_Null percentage ROW 1071: has 3 Null_Percentage and 96 Not_Null percentage ROW 1072: has 3 Null_Percentage and 96 Not_Null percentage ROW 1073: has 0 Null_Percentage and 100 Not_Null percentage ROW 1074: has 0 Null_Percentage and 100 Not_Null percentage ROW 1075: has 0 Null_Percentage and 100 Not_Null percentage ROW 1076: has 0 Null_Percentage and 100 Not_Null percentage ROW 1077: has 0 Null_Percentage and 100 Not_Null percentage ROW 1078: has 0 Null_Percentage and 100 Not_Null percentage ROW 1079: has 0 Null_Percentage and 100 Not_Null percentage ROW 1080: has 0 Null_Percentage and 100 Not_Null percentage ROW 1081: has 0 Null_Percentage and 100 Not_Null percentage ROW 1082: has 0 Null_Percentage and 100 Not_Null percentage ROW 1083: has 0 Null_Percentage and 100 Not_Null percentage ROW 1084: has 0 Null_Percentage and 100 Not_Null percentage ROW 1085: has 0 Null_Percentage and 100 Not_Null percentage ROW 1086: has 0 Null_Percentage and 100 Not_Null percentage ROW 1087: has 0 Null_Percentage and 100 Not_Null percentage ROW 1088: has 0 Null_Percentage and 100 Not_Null percentage ROW 1089: has 0 Null_Percentage and 100 Not_Null percentage ROW 1090: has 0 Null_Percentage and 100 Not_Null percentage ROW 1091: has 0 Null_Percentage and 100 Not_Null percentage ROW 1092: has 0 Null_Percentage and 100 Not_Null percentage ROW 1093: has 0 Null_Percentage and 100 Not_Null percentage ROW 1094: has 0 Null_Percentage and 100 Not_Null percentage ROW 1095: has 0 Null_Percentage and 100 Not_Null percentage ROW 1096: has 0 Null_Percentage and 100 Not_Null percentage ROW 1097: has 0 Null_Percentage and 100 Not_Null percentage ROW 1098: has 0 Null_Percentage and 100 Not_Null percentage ROW 1099: has 3 Null_Percentage and 96 Not_Null percentage ROW 1100: has 0 Null_Percentage and 100 Not_Null percentage ROW 1101: has 0 Null_Percentage and 100 Not_Null percentage ROW 1102: has 0 Null_Percentage and 100 Not_Null percentage ROW 1103: has 0 Null_Percentage and 100 Not_Null percentage ROW 1104: has 0 Null_Percentage and 100 Not_Null percentage ROW 1105: has 0 Null_Percentage and 100 Not_Null percentage ROW 1106: has 0 Null_Percentage and 100 Not_Null percentage ROW 1107: has 0 Null_Percentage and 100 Not_Null percentage ROW 1108: has 0 Null_Percentage and 100 Not_Null percentage ROW 1109: has 0 Null_Percentage and 100 Not_Null percentage ROW 1110: has 0 Null_Percentage and 100 Not_Null percentage ROW 1111: has 0 Null_Percentage and 100 Not_Null percentage ROW 1112: has 0 Null_Percentage and 100 Not_Null percentage ROW 1113: has 0 Null_Percentage and 100 Not_Null percentage ROW 1114: has 0 Null_Percentage and 100 Not_Null percentage ROW 1115: has 0 Null_Percentage and 100 Not_Null percentage ROW 1116: has 0 Null_Percentage and 100 Not_Null percentage ROW 1117: has 0 Null_Percentage and 100 Not_Null percentage ROW 1118: has 0 Null_Percentage and 100 Not_Null percentage ROW 1119: has 0 Null_Percentage and 100 Not_Null percentage ROW 1120: has 0 Null_Percentage and 100 Not_Null percentage ROW 1121: has 0 Null_Percentage and 100 Not_Null percentage ROW 1122: has 0 Null_Percentage and 100 Not_Null percentage ROW 1123: has 0 Null_Percentage and 100 Not_Null percentage ROW 1124: has 0 Null_Percentage and 100 Not_Null percentage ROW 1125: has 0 Null_Percentage and 100 Not_Null percentage ROW 1126: has 0 Null_Percentage and 100 Not_Null percentage ROW 1127: has 0 Null_Percentage and 100 Not_Null percentage ROW 1128: has 0 Null_Percentage and 100 Not_Null percentage ROW 1129: has 0 Null_Percentage and 100 Not_Null percentage ROW 1130: has 0 Null_Percentage and 100 Not_Null percentage ROW 1131: has 0 Null_Percentage and 100 Not_Null percentage ROW 1132: has 0 Null_Percentage and 100 Not_Null percentage ROW 1133: has 17 Null_Percentage and 82 Not_Null percentage ROW 1134: has 0 Null_Percentage and 100 Not_Null percentage ROW 1135: has 0 Null_Percentage and 100 Not_Null percentage ROW 1136: has 7 Null_Percentage and 92 Not_Null percentage ROW 1137: has 0 Null_Percentage and 100 Not_Null percentage ROW 1138: has 0 Null_Percentage and 100 Not_Null percentage ROW 1139: has 0 Null_Percentage and 100 Not_Null percentage ROW 1140: has 0 Null_Percentage and 100 Not_Null percentage ROW 1141: has 0 Null_Percentage and 100 Not_Null percentage ROW 1142: has 0 Null_Percentage and 100 Not_Null percentage ROW 1143: has 0 Null_Percentage and 100 Not_Null percentage ROW 1144: has 0 Null_Percentage and 100 Not_Null percentage ROW 1145: has 0 Null_Percentage and 100 Not_Null percentage ROW 1146: has 0 Null_Percentage and 100 Not_Null percentage ROW 1147: has 0 Null_Percentage and 100 Not_Null percentage ROW 1148: has 0 Null_Percentage and 100 Not_Null percentage ROW 1149: has 0 Null_Percentage and 100 Not_Null percentage ROW 1150: has 0 Null_Percentage and 100 Not_Null percentage ROW 1151: has 0 Null_Percentage and 100 Not_Null percentage ROW 1152: has 0 Null_Percentage and 100 Not_Null percentage ROW 1153: has 0 Null_Percentage and 100 Not_Null percentage ROW 1154: has 0 Null_Percentage and 100 Not_Null percentage ROW 1155: has 0 Null_Percentage and 100 Not_Null percentage ROW 1156: has 0 Null_Percentage and 100 Not_Null percentage ROW 1157: has 0 Null_Percentage and 100 Not_Null percentage ROW 1158: has 0 Null_Percentage and 100 Not_Null percentage ROW 1159: has 0 Null_Percentage and 100 Not_Null percentage ROW 1160: has 0 Null_Percentage and 100 Not_Null percentage ROW 1161: has 0 Null_Percentage and 100 Not_Null percentage ROW 1162: has 0 Null_Percentage and 100 Not_Null percentage ROW 1163: has 0 Null_Percentage and 100 Not_Null percentage ROW 1164: has 0 Null_Percentage and 100 Not_Null percentage ROW 1165: has 0 Null_Percentage and 100 Not_Null percentage ROW 1166: has 0 Null_Percentage and 100 Not_Null percentage ROW 1167: has 0 Null_Percentage and 100 Not_Null percentage ROW 1168: has 0 Null_Percentage and 100 Not_Null percentage ROW 1169: has 0 Null_Percentage and 100 Not_Null percentage ROW 1170: has 0 Null_Percentage and 100 Not_Null percentage ROW 1171: has 0 Null_Percentage and 100 Not_Null percentage ROW 1172: has 0 Null_Percentage and 100 Not_Null percentage ROW 1173: has 0 Null_Percentage and 100 Not_Null percentage ROW 1174: has 0 Null_Percentage and 100 Not_Null percentage ROW 1175: has 17 Null_Percentage and 82 Not_Null percentage ROW 1176: has 0 Null_Percentage and 100 Not_Null percentage ROW 1177: has 0 Null_Percentage and 100 Not_Null percentage ROW 1178: has 14 Null_Percentage and 85 Not_Null percentage ROW 1179: has 0 Null_Percentage and 100 Not_Null percentage ROW 1180: has 0 Null_Percentage and 100 Not_Null percentage ROW 1181: has 0 Null_Percentage and 100 Not_Null percentage ROW 1182: has 0 Null_Percentage and 100 Not_Null percentage ROW 1183: has 0 Null_Percentage and 100 Not_Null percentage ROW 1184: has 0 Null_Percentage and 100 Not_Null percentage ROW 1185: has 0 Null_Percentage and 100 Not_Null percentage ROW 1186: has 0 Null_Percentage and 100 Not_Null percentage ROW 1187: has 0 Null_Percentage and 100 Not_Null percentage ROW 1188: has 0 Null_Percentage and 100 Not_Null percentage ROW 1189: has 0 Null_Percentage and 100 Not_Null percentage ROW 1190: has 0 Null_Percentage and 100 Not_Null percentage ROW 1191: has 0 Null_Percentage and 100 Not_Null percentage ROW 1192: has 0 Null_Percentage and 100 Not_Null percentage ROW 1193: has 0 Null_Percentage and 100 Not_Null percentage ROW 1194: has 0 Null_Percentage and 100 Not_Null percentage ROW 1195: has 0 Null_Percentage and 100 Not_Null percentage ROW 1196: has 0 Null_Percentage and 100 Not_Null percentage ROW 1197: has 0 Null_Percentage and 100 Not_Null percentage ROW 1198: has 0 Null_Percentage and 100 Not_Null percentage ROW 1199: has 0 Null_Percentage and 100 Not_Null percentage ROW 1200: has 0 Null_Percentage and 100 Not_Null percentage ROW 1201: has 0 Null_Percentage and 100 Not_Null percentage ROW 1202: has 0 Null_Percentage and 100 Not_Null percentage ROW 1203: has 0 Null_Percentage and 100 Not_Null percentage ROW 1204: has 0 Null_Percentage and 100 Not_Null percentage ROW 1205: has 0 Null_Percentage and 100 Not_Null percentage ROW 1206: has 0 Null_Percentage and 100 Not_Null percentage ROW 1207: has 0 Null_Percentage and 100 Not_Null percentage ROW 1208: has 0 Null_Percentage and 100 Not_Null percentage ROW 1209: has 0 Null_Percentage and 100 Not_Null percentage ROW 1210: has 0 Null_Percentage and 100 Not_Null percentage ROW 1211: has 0 Null_Percentage and 100 Not_Null percentage ROW 1212: has 0 Null_Percentage and 100 Not_Null percentage ROW 1213: has 0 Null_Percentage and 100 Not_Null percentage ROW 1214: has 0 Null_Percentage and 100 Not_Null percentage ROW 1215: has 0 Null_Percentage and 100 Not_Null percentage ROW 1216: has 0 Null_Percentage and 100 Not_Null percentage ROW 1217: has 0 Null_Percentage and 100 Not_Null percentage ROW 1218: has 0 Null_Percentage and 100 Not_Null percentage ROW 1219: has 0 Null_Percentage and 100 Not_Null percentage ROW 1220: has 0 Null_Percentage and 100 Not_Null percentage ROW 1221: has 0 Null_Percentage and 100 Not_Null percentage ROW 1222: has 0 Null_Percentage and 100 Not_Null percentage ROW 1223: has 0 Null_Percentage and 100 Not_Null percentage ROW 1224: has 0 Null_Percentage and 100 Not_Null percentage ROW 1225: has 0 Null_Percentage and 100 Not_Null percentage ROW 1226: has 3 Null_Percentage and 96 Not_Null percentage ROW 1227: has 0 Null_Percentage and 100 Not_Null percentage ROW 1228: has 0 Null_Percentage and 100 Not_Null percentage ROW 1229: has 0 Null_Percentage and 100 Not_Null percentage ROW 1230: has 0 Null_Percentage and 100 Not_Null percentage ROW 1231: has 0 Null_Percentage and 100 Not_Null percentage ROW 1232: has 0 Null_Percentage and 100 Not_Null percentage ROW 1233: has 0 Null_Percentage and 100 Not_Null percentage ROW 1234: has 0 Null_Percentage and 100 Not_Null percentage ROW 1235: has 0 Null_Percentage and 100 Not_Null percentage ROW 1236: has 0 Null_Percentage and 100 Not_Null percentage ROW 1237: has 0 Null_Percentage and 100 Not_Null percentage ROW 1238: has 0 Null_Percentage and 100 Not_Null percentage ROW 1239: has 0 Null_Percentage and 100 Not_Null percentage ROW 1240: has 0 Null_Percentage and 100 Not_Null percentage ROW 1241: has 0 Null_Percentage and 100 Not_Null percentage ROW 1242: has 0 Null_Percentage and 100 Not_Null percentage ROW 1243: has 0 Null_Percentage and 100 Not_Null percentage ROW 1244: has 0 Null_Percentage and 100 Not_Null percentage ROW 1245: has 0 Null_Percentage and 100 Not_Null percentage ROW 1246: has 0 Null_Percentage and 100 Not_Null percentage ROW 1247: has 0 Null_Percentage and 100 Not_Null percentage ROW 1248: has 0 Null_Percentage and 100 Not_Null percentage ROW 1249: has 0 Null_Percentage and 100 Not_Null percentage ROW 1250: has 0 Null_Percentage and 100 Not_Null percentage ROW 1251: has 0 Null_Percentage and 100 Not_Null percentage ROW 1252: has 0 Null_Percentage and 100 Not_Null percentage ROW 1253: has 3 Null_Percentage and 96 Not_Null percentage ROW 1254: has 0 Null_Percentage and 100 Not_Null percentage ROW 1255: has 0 Null_Percentage and 100 Not_Null percentage ROW 1256: has 0 Null_Percentage and 100 Not_Null percentage ROW 1257: has 0 Null_Percentage and 100 Not_Null percentage ROW 1258: has 0 Null_Percentage and 100 Not_Null percentage ROW 1259: has 0 Null_Percentage and 100 Not_Null percentage ROW 1260: has 0 Null_Percentage and 100 Not_Null percentage ROW 1261: has 0 Null_Percentage and 100 Not_Null percentage ROW 1262: has 0 Null_Percentage and 100 Not_Null percentage ROW 1263: has 0 Null_Percentage and 100 Not_Null percentage ROW 1264: has 0 Null_Percentage and 100 Not_Null percentage ROW 1265: has 17 Null_Percentage and 82 Not_Null percentage ROW 1266: has 0 Null_Percentage and 100 Not_Null percentage ROW 1267: has 0 Null_Percentage and 100 Not_Null percentage ROW 1268: has 0 Null_Percentage and 100 Not_Null percentage ROW 1269: has 0 Null_Percentage and 100 Not_Null percentage ROW 1270: has 0 Null_Percentage and 100 Not_Null percentage ROW 1271: has 0 Null_Percentage and 100 Not_Null percentage ROW 1272: has 0 Null_Percentage and 100 Not_Null percentage ROW 1273: has 0 Null_Percentage and 100 Not_Null percentage ROW 1274: has 0 Null_Percentage and 100 Not_Null percentage ROW 1275: has 0 Null_Percentage and 100 Not_Null percentage ROW 1276: has 0 Null_Percentage and 100 Not_Null percentage ROW 1277: has 0 Null_Percentage and 100 Not_Null percentage ROW 1278: has 0 Null_Percentage and 100 Not_Null percentage ROW 1279: has 0 Null_Percentage and 100 Not_Null percentage ROW 1280: has 0 Null_Percentage and 100 Not_Null percentage ROW 1281: has 0 Null_Percentage and 100 Not_Null percentage ROW 1282: has 0 Null_Percentage and 100 Not_Null percentage ROW 1283: has 0 Null_Percentage and 100 Not_Null percentage ROW 1284: has 0 Null_Percentage and 100 Not_Null percentage ROW 1285: has 0 Null_Percentage and 100 Not_Null percentage ROW 1286: has 0 Null_Percentage and 100 Not_Null percentage ROW 1287: has 0 Null_Percentage and 100 Not_Null percentage ROW 1288: has 0 Null_Percentage and 100 Not_Null percentage ROW 1289: has 0 Null_Percentage and 100 Not_Null percentage ROW 1290: has 0 Null_Percentage and 100 Not_Null percentage ROW 1291: has 0 Null_Percentage and 100 Not_Null percentage ROW 1292: has 0 Null_Percentage and 100 Not_Null percentage ROW 1293: has 0 Null_Percentage and 100 Not_Null percentage ROW 1294: has 0 Null_Percentage and 100 Not_Null percentage ROW 1295: has 0 Null_Percentage and 100 Not_Null percentage ROW 1296: has 0 Null_Percentage and 100 Not_Null percentage ROW 1297: has 0 Null_Percentage and 100 Not_Null percentage ROW 1298: has 0 Null_Percentage and 100 Not_Null percentage ROW 1299: has 0 Null_Percentage and 100 Not_Null percentage ROW 1300: has 0 Null_Percentage and 100 Not_Null percentage ROW 1301: has 0 Null_Percentage and 100 Not_Null percentage ROW 1302: has 0 Null_Percentage and 100 Not_Null percentage ROW 1303: has 0 Null_Percentage and 100 Not_Null percentage ROW 1304: has 0 Null_Percentage and 100 Not_Null percentage ROW 1305: has 0 Null_Percentage and 100 Not_Null percentage ROW 1306: has 0 Null_Percentage and 100 Not_Null percentage ROW 1307: has 3 Null_Percentage and 96 Not_Null percentage ROW 1308: has 0 Null_Percentage and 100 Not_Null percentage ROW 1309: has 0 Null_Percentage and 100 Not_Null percentage ROW 1310: has 0 Null_Percentage and 100 Not_Null percentage ROW 1311: has 0 Null_Percentage and 100 Not_Null percentage ROW 1312: has 0 Null_Percentage and 100 Not_Null percentage ROW 1313: has 0 Null_Percentage and 100 Not_Null percentage ROW 1314: has 0 Null_Percentage and 100 Not_Null percentage ROW 1315: has 0 Null_Percentage and 100 Not_Null percentage ROW 1316: has 0 Null_Percentage and 100 Not_Null percentage ROW 1317: has 0 Null_Percentage and 100 Not_Null percentage ROW 1318: has 0 Null_Percentage and 100 Not_Null percentage ROW 1319: has 0 Null_Percentage and 100 Not_Null percentage ROW 1320: has 0 Null_Percentage and 100 Not_Null percentage ROW 1321: has 0 Null_Percentage and 100 Not_Null percentage ROW 1322: has 0 Null_Percentage and 100 Not_Null percentage ROW 1323: has 0 Null_Percentage and 100 Not_Null percentage ROW 1324: has 0 Null_Percentage and 100 Not_Null percentage ROW 1325: has 0 Null_Percentage and 100 Not_Null percentage ROW 1326: has 3 Null_Percentage and 96 Not_Null percentage ROW 1327: has 3 Null_Percentage and 96 Not_Null percentage ROW 1328: has 0 Null_Percentage and 100 Not_Null percentage ROW 1329: has 3 Null_Percentage and 96 Not_Null percentage ROW 1330: has 0 Null_Percentage and 100 Not_Null percentage ROW 1331: has 3 Null_Percentage and 96 Not_Null percentage ROW 1332: has 0 Null_Percentage and 100 Not_Null percentage ROW 1333: has 0 Null_Percentage and 100 Not_Null percentage ROW 1334: has 0 Null_Percentage and 100 Not_Null percentage ROW 1335: has 0 Null_Percentage and 100 Not_Null percentage ROW 1336: has 0 Null_Percentage and 100 Not_Null percentage ROW 1337: has 0 Null_Percentage and 100 Not_Null percentage ROW 1338: has 0 Null_Percentage and 100 Not_Null percentage ROW 1339: has 0 Null_Percentage and 100 Not_Null percentage ROW 1340: has 0 Null_Percentage and 100 Not_Null percentage ROW 1341: has 0 Null_Percentage and 100 Not_Null percentage ROW 1342: has 0 Null_Percentage and 100 Not_Null percentage ROW 1343: has 0 Null_Percentage and 100 Not_Null percentage ROW 1344: has 0 Null_Percentage and 100 Not_Null percentage ROW 1345: has 0 Null_Percentage and 100 Not_Null percentage ROW 1346: has 17 Null_Percentage and 82 Not_Null percentage ROW 1347: has 14 Null_Percentage and 85 Not_Null percentage ROW 1348: has 0 Null_Percentage and 100 Not_Null percentage ROW 1349: has 0 Null_Percentage and 100 Not_Null percentage ROW 1350: has 0 Null_Percentage and 100 Not_Null percentage ROW 1351: has 0 Null_Percentage and 100 Not_Null percentage ROW 1352: has 0 Null_Percentage and 100 Not_Null percentage ROW 1353: has 0 Null_Percentage and 100 Not_Null percentage ROW 1354: has 0 Null_Percentage and 100 Not_Null percentage ROW 1355: has 0 Null_Percentage and 100 Not_Null percentage ROW 1356: has 0 Null_Percentage and 100 Not_Null percentage ROW 1357: has 0 Null_Percentage and 100 Not_Null percentage ROW 1358: has 0 Null_Percentage and 100 Not_Null percentage ROW 1359: has 0 Null_Percentage and 100 Not_Null percentage ROW 1360: has 0 Null_Percentage and 100 Not_Null percentage ROW 1361: has 0 Null_Percentage and 100 Not_Null percentage ROW 1362: has 0 Null_Percentage and 100 Not_Null percentage ROW 1363: has 0 Null_Percentage and 100 Not_Null percentage ROW 1364: has 0 Null_Percentage and 100 Not_Null percentage ROW 1365: has 3 Null_Percentage and 96 Not_Null percentage ROW 1366: has 0 Null_Percentage and 100 Not_Null percentage ROW 1367: has 0 Null_Percentage and 100 Not_Null percentage ROW 1368: has 0 Null_Percentage and 100 Not_Null percentage ROW 1369: has 0 Null_Percentage and 100 Not_Null percentage ROW 1370: has 0 Null_Percentage and 100 Not_Null percentage ROW 1371: has 0 Null_Percentage and 100 Not_Null percentage ROW 1372: has 0 Null_Percentage and 100 Not_Null percentage ROW 1373: has 0 Null_Percentage and 100 Not_Null percentage ROW 1374: has 0 Null_Percentage and 100 Not_Null percentage ROW 1375: has 0 Null_Percentage and 100 Not_Null percentage ROW 1376: has 0 Null_Percentage and 100 Not_Null percentage ROW 1377: has 0 Null_Percentage and 100 Not_Null percentage ROW 1378: has 0 Null_Percentage and 100 Not_Null percentage ROW 1379: has 0 Null_Percentage and 100 Not_Null percentage ROW 1380: has 0 Null_Percentage and 100 Not_Null percentage ROW 1381: has 0 Null_Percentage and 100 Not_Null percentage ROW 1382: has 10 Null_Percentage and 89 Not_Null percentage ROW 1383: has 0 Null_Percentage and 100 Not_Null percentage ROW 1384: has 0 Null_Percentage and 100 Not_Null percentage ROW 1385: has 0 Null_Percentage and 100 Not_Null percentage ROW 1386: has 0 Null_Percentage and 100 Not_Null percentage ROW 1387: has 0 Null_Percentage and 100 Not_Null percentage ROW 1388: has 0 Null_Percentage and 100 Not_Null percentage ROW 1389: has 0 Null_Percentage and 100 Not_Null percentage ROW 1390: has 0 Null_Percentage and 100 Not_Null percentage ROW 1391: has 0 Null_Percentage and 100 Not_Null percentage ROW 1392: has 0 Null_Percentage and 100 Not_Null percentage ROW 1393: has 0 Null_Percentage and 100 Not_Null percentage ROW 1394: has 0 Null_Percentage and 100 Not_Null percentage ROW 1395: has 0 Null_Percentage and 100 Not_Null percentage ROW 1396: has 0 Null_Percentage and 100 Not_Null percentage ROW 1397: has 0 Null_Percentage and 100 Not_Null percentage ROW 1398: has 0 Null_Percentage and 100 Not_Null percentage ROW 1399: has 0 Null_Percentage and 100 Not_Null percentage ROW 1400: has 0 Null_Percentage and 100 Not_Null percentage ROW 1401: has 0 Null_Percentage and 100 Not_Null percentage ROW 1402: has 0 Null_Percentage and 100 Not_Null percentage ROW 1403: has 0 Null_Percentage and 100 Not_Null percentage ROW 1404: has 21 Null_Percentage and 78 Not_Null percentage ROW 1405: has 0 Null_Percentage and 100 Not_Null percentage ROW 1406: has 0 Null_Percentage and 100 Not_Null percentage ROW 1407: has 0 Null_Percentage and 100 Not_Null percentage ROW 1408: has 0 Null_Percentage and 100 Not_Null percentage ROW 1409: has 0 Null_Percentage and 100 Not_Null percentage ROW 1410: has 0 Null_Percentage and 100 Not_Null percentage ROW 1411: has 0 Null_Percentage and 100 Not_Null percentage ROW 1412: has 0 Null_Percentage and 100 Not_Null percentage ROW 1413: has 0 Null_Percentage and 100 Not_Null percentage ROW 1414: has 0 Null_Percentage and 100 Not_Null percentage ROW 1415: has 0 Null_Percentage and 100 Not_Null percentage ROW 1416: has 0 Null_Percentage and 100 Not_Null percentage ROW 1417: has 0 Null_Percentage and 100 Not_Null percentage ROW 1418: has 0 Null_Percentage and 100 Not_Null percentage ROW 1419: has 0 Null_Percentage and 100 Not_Null percentage ROW 1420: has 0 Null_Percentage and 100 Not_Null percentage ROW 1421: has 0 Null_Percentage and 100 Not_Null percentage ROW 1422: has 0 Null_Percentage and 100 Not_Null percentage ROW 1423: has 0 Null_Percentage and 100 Not_Null percentage ROW 1424: has 0 Null_Percentage and 100 Not_Null percentage ROW 1425: has 0 Null_Percentage and 100 Not_Null percentage ROW 1426: has 0 Null_Percentage and 100 Not_Null percentage ROW 1427: has 0 Null_Percentage and 100 Not_Null percentage ROW 1428: has 0 Null_Percentage and 100 Not_Null percentage ROW 1429: has 0 Null_Percentage and 100 Not_Null percentage ROW 1430: has 0 Null_Percentage and 100 Not_Null percentage ROW 1431: has 0 Null_Percentage and 100 Not_Null percentage ROW 1432: has 0 Null_Percentage and 100 Not_Null percentage ROW 1433: has 0 Null_Percentage and 100 Not_Null percentage ROW 1434: has 0 Null_Percentage and 100 Not_Null percentage ROW 1435: has 0 Null_Percentage and 100 Not_Null percentage ROW 1436: has 0 Null_Percentage and 100 Not_Null percentage ROW 1437: has 0 Null_Percentage and 100 Not_Null percentage ROW 1438: has 0 Null_Percentage and 100 Not_Null percentage ROW 1439: has 0 Null_Percentage and 100 Not_Null percentage ROW 1440: has 0 Null_Percentage and 100 Not_Null percentage ROW 1441: has 0 Null_Percentage and 100 Not_Null percentage ROW 1442: has 0 Null_Percentage and 100 Not_Null percentage ROW 1443: has 0 Null_Percentage and 100 Not_Null percentage ROW 1444: has 25 Null_Percentage and 75 Not_Null percentage ROW 1445: has 0 Null_Percentage and 100 Not_Null percentage ROW 1446: has 7 Null_Percentage and 92 Not_Null percentage ROW 1447: has 0 Null_Percentage and 100 Not_Null percentage ROW 1448: has 0 Null_Percentage and 100 Not_Null percentage ROW 1449: has 0 Null_Percentage and 100 Not_Null percentage ROW 1450: has 0 Null_Percentage and 100 Not_Null percentage ROW 1451: has 0 Null_Percentage and 100 Not_Null percentage ROW 1452: has 0 Null_Percentage and 100 Not_Null percentage ROW 1453: has 0 Null_Percentage and 100 Not_Null percentage ROW 1454: has 0 Null_Percentage and 100 Not_Null percentage ROW 1455: has 0 Null_Percentage and 100 Not_Null percentage ROW 1456: has 0 Null_Percentage and 100 Not_Null percentage ROW 1457: has 0 Null_Percentage and 100 Not_Null percentage ROW 1458: has 0 Null_Percentage and 100 Not_Null percentage ROW 1459: has 3 Null_Percentage and 96 Not_Null percentage ROW 1460: has 0 Null_Percentage and 100 Not_Null percentage ROW 1461: has 0 Null_Percentage and 100 Not_Null percentage ROW 1462: has 0 Null_Percentage and 100 Not_Null percentage ROW 1463: has 3 Null_Percentage and 96 Not_Null percentage ROW 1464: has 0 Null_Percentage and 100 Not_Null percentage ROW 1465: has 0 Null_Percentage and 100 Not_Null percentage ROW 1466: has 0 Null_Percentage and 100 Not_Null percentage ROW 1467: has 0 Null_Percentage and 100 Not_Null percentage ROW 1468: has 0 Null_Percentage and 100 Not_Null percentage ROW 1469: has 0 Null_Percentage and 100 Not_Null percentage ROW 1470: has 0 Null_Percentage and 100 Not_Null percentage ROW 1471: has 0 Null_Percentage and 100 Not_Null percentage ROW 1472: has 0 Null_Percentage and 100 Not_Null percentage ROW 1473: has 0 Null_Percentage and 100 Not_Null percentage ROW 1474: has 0 Null_Percentage and 100 Not_Null percentage ROW 1475: has 0 Null_Percentage and 100 Not_Null percentage ROW 1476: has 0 Null_Percentage and 100 Not_Null percentage ROW 1477: has 0 Null_Percentage and 100 Not_Null percentage ROW 1478: has 0 Null_Percentage and 100 Not_Null percentage ROW 1479: has 0 Null_Percentage and 100 Not_Null percentage ROW 1480: has 0 Null_Percentage and 100 Not_Null percentage ROW 1481: has 3 Null_Percentage and 96 Not_Null percentage ROW 1482: has 3 Null_Percentage and 96 Not_Null percentage ROW 1483: has 0 Null_Percentage and 100 Not_Null percentage ROW 1484: has 0 Null_Percentage and 100 Not_Null percentage ROW 1485: has 0 Null_Percentage and 100 Not_Null percentage ROW 1486: has 0 Null_Percentage and 100 Not_Null percentage ROW 1487: has 0 Null_Percentage and 100 Not_Null percentage ROW 1488: has 0 Null_Percentage and 100 Not_Null percentage ROW 1489: has 0 Null_Percentage and 100 Not_Null percentage ROW 1490: has 0 Null_Percentage and 100 Not_Null percentage ROW 1491: has 0 Null_Percentage and 100 Not_Null percentage ROW 1492: has 0 Null_Percentage and 100 Not_Null percentage ROW 1493: has 0 Null_Percentage and 100 Not_Null percentage ROW 1494: has 0 Null_Percentage and 100 Not_Null percentage ROW 1495: has 0 Null_Percentage and 100 Not_Null percentage ROW 1496: has 0 Null_Percentage and 100 Not_Null percentage ROW 1497: has 0 Null_Percentage and 100 Not_Null percentage ROW 1498: has 0 Null_Percentage and 100 Not_Null percentage ROW 1499: has 17 Null_Percentage and 82 Not_Null percentage ROW 1500: has 0 Null_Percentage and 100 Not_Null percentage ROW 1501: has 0 Null_Percentage and 100 Not_Null percentage ROW 1502: has 0 Null_Percentage and 100 Not_Null percentage ROW 1503: has 0 Null_Percentage and 100 Not_Null percentage ROW 1504: has 3 Null_Percentage and 96 Not_Null percentage ROW 1505: has 3 Null_Percentage and 96 Not_Null percentage ROW 1506: has 0 Null_Percentage and 100 Not_Null percentage ROW 1507: has 3 Null_Percentage and 96 Not_Null percentage ROW 1508: has 10 Null_Percentage and 89 Not_Null percentage ROW 1509: has 3 Null_Percentage and 96 Not_Null percentage ROW 1510: has 21 Null_Percentage and 78 Not_Null percentage ROW 1511: has 0 Null_Percentage and 100 Not_Null percentage ROW 1512: has 0 Null_Percentage and 100 Not_Null percentage ROW 1513: has 0 Null_Percentage and 100 Not_Null percentage ROW 1514: has 0 Null_Percentage and 100 Not_Null percentage ROW 1515: has 0 Null_Percentage and 100 Not_Null percentage ROW 1516: has 0 Null_Percentage and 100 Not_Null percentage ROW 1517: has 0 Null_Percentage and 100 Not_Null percentage ROW 1518: has 0 Null_Percentage and 100 Not_Null percentage ROW 1519: has 0 Null_Percentage and 100 Not_Null percentage ROW 1520: has 0 Null_Percentage and 100 Not_Null percentage ROW 1521: has 0 Null_Percentage and 100 Not_Null percentage ROW 1522: has 0 Null_Percentage and 100 Not_Null percentage ROW 1523: has 3 Null_Percentage and 96 Not_Null percentage ROW 1524: has 0 Null_Percentage and 100 Not_Null percentage ROW 1525: has 0 Null_Percentage and 100 Not_Null percentage ROW 1526: has 0 Null_Percentage and 100 Not_Null percentage ROW 1527: has 7 Null_Percentage and 92 Not_Null percentage ROW 1528: has 0 Null_Percentage and 100 Not_Null percentage ROW 1529: has 0 Null_Percentage and 100 Not_Null percentage ROW 1530: has 0 Null_Percentage and 100 Not_Null percentage ROW 1531: has 0 Null_Percentage and 100 Not_Null percentage ROW 1532: has 0 Null_Percentage and 100 Not_Null percentage ROW 1533: has 0 Null_Percentage and 100 Not_Null percentage ROW 1534: has 0 Null_Percentage and 100 Not_Null percentage ROW 1535: has 0 Null_Percentage and 100 Not_Null percentage ROW 1536: has 0 Null_Percentage and 100 Not_Null percentage ROW 1537: has 0 Null_Percentage and 100 Not_Null percentage ROW 1538: has 0 Null_Percentage and 100 Not_Null percentage ROW 1539: has 3 Null_Percentage and 96 Not_Null percentage ROW 1540: has 0 Null_Percentage and 100 Not_Null percentage ROW 1541: has 0 Null_Percentage and 100 Not_Null percentage ROW 1542: has 0 Null_Percentage and 100 Not_Null percentage ROW 1543: has 0 Null_Percentage and 100 Not_Null percentage ROW 1544: has 0 Null_Percentage and 100 Not_Null percentage ROW 1545: has 0 Null_Percentage and 100 Not_Null percentage ROW 1546: has 0 Null_Percentage and 100 Not_Null percentage ROW 1547: has 0 Null_Percentage and 100 Not_Null percentage ROW 1548: has 0 Null_Percentage and 100 Not_Null percentage ROW 1549: has 0 Null_Percentage and 100 Not_Null percentage ROW 1550: has 0 Null_Percentage and 100 Not_Null percentage ROW 1551: has 0 Null_Percentage and 100 Not_Null percentage ROW 1552: has 0 Null_Percentage and 100 Not_Null percentage ROW 1553: has 0 Null_Percentage and 100 Not_Null percentage ROW 1554: has 0 Null_Percentage and 100 Not_Null percentage ROW 1555: has 0 Null_Percentage and 100 Not_Null percentage ROW 1556: has 3 Null_Percentage and 96 Not_Null percentage ROW 1557: has 0 Null_Percentage and 100 Not_Null percentage ROW 1558: has 0 Null_Percentage and 100 Not_Null percentage ROW 1559: has 0 Null_Percentage and 100 Not_Null percentage ROW 1560: has 0 Null_Percentage and 100 Not_Null percentage ROW 1561: has 0 Null_Percentage and 100 Not_Null percentage ROW 1562: has 0 Null_Percentage and 100 Not_Null percentage ROW 1563: has 0 Null_Percentage and 100 Not_Null percentage ROW 1564: has 0 Null_Percentage and 100 Not_Null percentage ROW 1565: has 0 Null_Percentage and 100 Not_Null percentage ROW 1566: has 0 Null_Percentage and 100 Not_Null percentage ROW 1567: has 0 Null_Percentage and 100 Not_Null percentage ROW 1568: has 0 Null_Percentage and 100 Not_Null percentage ROW 1569: has 0 Null_Percentage and 100 Not_Null percentage ROW 1570: has 3 Null_Percentage and 96 Not_Null percentage ROW 1571: has 0 Null_Percentage and 100 Not_Null percentage ROW 1572: has 0 Null_Percentage and 100 Not_Null percentage ROW 1573: has 0 Null_Percentage and 100 Not_Null percentage ROW 1574: has 0 Null_Percentage and 100 Not_Null percentage ROW 1575: has 0 Null_Percentage and 100 Not_Null percentage ROW 1576: has 0 Null_Percentage and 100 Not_Null percentage ROW 1577: has 0 Null_Percentage and 100 Not_Null percentage ROW 1578: has 0 Null_Percentage and 100 Not_Null percentage ROW 1579: has 0 Null_Percentage and 100 Not_Null percentage ROW 1580: has 0 Null_Percentage and 100 Not_Null percentage ROW 1581: has 0 Null_Percentage and 100 Not_Null percentage ROW 1582: has 0 Null_Percentage and 100 Not_Null percentage ROW 1583: has 0 Null_Percentage and 100 Not_Null percentage ROW 1584: has 0 Null_Percentage and 100 Not_Null percentage ROW 1585: has 0 Null_Percentage and 100 Not_Null percentage ROW 1586: has 0 Null_Percentage and 100 Not_Null percentage ROW 1587: has 0 Null_Percentage and 100 Not_Null percentage ROW 1588: has 0 Null_Percentage and 100 Not_Null percentage ROW 1589: has 0 Null_Percentage and 100 Not_Null percentage ROW 1590: has 0 Null_Percentage and 100 Not_Null percentage ROW 1591: has 0 Null_Percentage and 100 Not_Null percentage ROW 1592: has 0 Null_Percentage and 100 Not_Null percentage ROW 1593: has 0 Null_Percentage and 100 Not_Null percentage ROW 1594: has 0 Null_Percentage and 100 Not_Null percentage ROW 1595: has 0 Null_Percentage and 100 Not_Null percentage ROW 1596: has 0 Null_Percentage and 100 Not_Null percentage ROW 1597: has 0 Null_Percentage and 100 Not_Null percentage ROW 1598: has 0 Null_Percentage and 100 Not_Null percentage ROW 1599: has 0 Null_Percentage and 100 Not_Null percentage ROW 1600: has 0 Null_Percentage and 100 Not_Null percentage ROW 1601: has 0 Null_Percentage and 100 Not_Null percentage ROW 1602: has 0 Null_Percentage and 100 Not_Null percentage ROW 1603: has 0 Null_Percentage and 100 Not_Null percentage ROW 1604: has 0 Null_Percentage and 100 Not_Null percentage ROW 1605: has 0 Null_Percentage and 100 Not_Null percentage ROW 1606: has 0 Null_Percentage and 100 Not_Null percentage ROW 1607: has 0 Null_Percentage and 100 Not_Null percentage ROW 1608: has 0 Null_Percentage and 100 Not_Null percentage ROW 1609: has 0 Null_Percentage and 100 Not_Null percentage ROW 1610: has 0 Null_Percentage and 100 Not_Null percentage ROW 1611: has 0 Null_Percentage and 100 Not_Null percentage ROW 1612: has 0 Null_Percentage and 100 Not_Null percentage ROW 1613: has 0 Null_Percentage and 100 Not_Null percentage ROW 1614: has 0 Null_Percentage and 100 Not_Null percentage ROW 1615: has 0 Null_Percentage and 100 Not_Null percentage ROW 1616: has 0 Null_Percentage and 100 Not_Null percentage ROW 1617: has 0 Null_Percentage and 100 Not_Null percentage ROW 1618: has 0 Null_Percentage and 100 Not_Null percentage ROW 1619: has 0 Null_Percentage and 100 Not_Null percentage ROW 1620: has 17 Null_Percentage and 82 Not_Null percentage ROW 1621: has 0 Null_Percentage and 100 Not_Null percentage ROW 1622: has 0 Null_Percentage and 100 Not_Null percentage ROW 1623: has 0 Null_Percentage and 100 Not_Null percentage ROW 1624: has 0 Null_Percentage and 100 Not_Null percentage ROW 1625: has 0 Null_Percentage and 100 Not_Null percentage ROW 1626: has 0 Null_Percentage and 100 Not_Null percentage ROW 1627: has 0 Null_Percentage and 100 Not_Null percentage ROW 1628: has 0 Null_Percentage and 100 Not_Null percentage ROW 1629: has 0 Null_Percentage and 100 Not_Null percentage ROW 1630: has 0 Null_Percentage and 100 Not_Null percentage ROW 1631: has 0 Null_Percentage and 100 Not_Null percentage ROW 1632: has 0 Null_Percentage and 100 Not_Null percentage ROW 1633: has 0 Null_Percentage and 100 Not_Null percentage ROW 1634: has 0 Null_Percentage and 100 Not_Null percentage ROW 1635: has 0 Null_Percentage and 100 Not_Null percentage ROW 1636: has 0 Null_Percentage and 100 Not_Null percentage ROW 1637: has 3 Null_Percentage and 96 Not_Null percentage ROW 1638: has 0 Null_Percentage and 100 Not_Null percentage ROW 1639: has 0 Null_Percentage and 100 Not_Null percentage ROW 1640: has 0 Null_Percentage and 100 Not_Null percentage ROW 1641: has 3 Null_Percentage and 96 Not_Null percentage ROW 1642: has 0 Null_Percentage and 100 Not_Null percentage ROW 1643: has 3 Null_Percentage and 96 Not_Null percentage ROW 1644: has 0 Null_Percentage and 100 Not_Null percentage ROW 1645: has 0 Null_Percentage and 100 Not_Null percentage ROW 1646: has 0 Null_Percentage and 100 Not_Null percentage ROW 1647: has 0 Null_Percentage and 100 Not_Null percentage ROW 1648: has 0 Null_Percentage and 100 Not_Null percentage ROW 1649: has 0 Null_Percentage and 100 Not_Null percentage ROW 1650: has 0 Null_Percentage and 100 Not_Null percentage ROW 1651: has 0 Null_Percentage and 100 Not_Null percentage ROW 1652: has 0 Null_Percentage and 100 Not_Null percentage ROW 1653: has 0 Null_Percentage and 100 Not_Null percentage ROW 1654: has 0 Null_Percentage and 100 Not_Null percentage ROW 1655: has 0 Null_Percentage and 100 Not_Null percentage ROW 1656: has 0 Null_Percentage and 100 Not_Null percentage ROW 1657: has 0 Null_Percentage and 100 Not_Null percentage ROW 1658: has 0 Null_Percentage and 100 Not_Null percentage ROW 1659: has 17 Null_Percentage and 82 Not_Null percentage ROW 1660: has 0 Null_Percentage and 100 Not_Null percentage ROW 1661: has 0 Null_Percentage and 100 Not_Null percentage ROW 1662: has 0 Null_Percentage and 100 Not_Null percentage ROW 1663: has 0 Null_Percentage and 100 Not_Null percentage ROW 1664: has 17 Null_Percentage and 82 Not_Null percentage ROW 1665: has 0 Null_Percentage and 100 Not_Null percentage ROW 1666: has 0 Null_Percentage and 100 Not_Null percentage ROW 1667: has 0 Null_Percentage and 100 Not_Null percentage ROW 1668: has 0 Null_Percentage and 100 Not_Null percentage ROW 1669: has 3 Null_Percentage and 96 Not_Null percentage ROW 1670: has 0 Null_Percentage and 100 Not_Null percentage ROW 1671: has 0 Null_Percentage and 100 Not_Null percentage ROW 1672: has 0 Null_Percentage and 100 Not_Null percentage ROW 1673: has 0 Null_Percentage and 100 Not_Null percentage ROW 1674: has 0 Null_Percentage and 100 Not_Null percentage ROW 1675: has 0 Null_Percentage and 100 Not_Null percentage ROW 1676: has 0 Null_Percentage and 100 Not_Null percentage ROW 1677: has 0 Null_Percentage and 100 Not_Null percentage ROW 1678: has 0 Null_Percentage and 100 Not_Null percentage ROW 1679: has 0 Null_Percentage and 100 Not_Null percentage ROW 1680: has 0 Null_Percentage and 100 Not_Null percentage ROW 1681: has 0 Null_Percentage and 100 Not_Null percentage ROW 1682: has 0 Null_Percentage and 100 Not_Null percentage ROW 1683: has 0 Null_Percentage and 100 Not_Null percentage ROW 1684: has 0 Null_Percentage and 100 Not_Null percentage ROW 1685: has 0 Null_Percentage and 100 Not_Null percentage ROW 1686: has 0 Null_Percentage and 100 Not_Null percentage ROW 1687: has 0 Null_Percentage and 100 Not_Null percentage ROW 1688: has 0 Null_Percentage and 100 Not_Null percentage ROW 1689: has 0 Null_Percentage and 100 Not_Null percentage ROW 1690: has 0 Null_Percentage and 100 Not_Null percentage ROW 1691: has 0 Null_Percentage and 100 Not_Null percentage ROW 1692: has 0 Null_Percentage and 100 Not_Null percentage ROW 1693: has 0 Null_Percentage and 100 Not_Null percentage ROW 1694: has 0 Null_Percentage and 100 Not_Null percentage ROW 1695: has 0 Null_Percentage and 100 Not_Null percentage ROW 1696: has 0 Null_Percentage and 100 Not_Null percentage ROW 1697: has 0 Null_Percentage and 100 Not_Null percentage ROW 1698: has 0 Null_Percentage and 100 Not_Null percentage ROW 1699: has 0 Null_Percentage and 100 Not_Null percentage ROW 1700: has 0 Null_Percentage and 100 Not_Null percentage ROW 1701: has 0 Null_Percentage and 100 Not_Null percentage ROW 1702: has 0 Null_Percentage and 100 Not_Null percentage ROW 1703: has 0 Null_Percentage and 100 Not_Null percentage ROW 1704: has 0 Null_Percentage and 100 Not_Null percentage ROW 1705: has 0 Null_Percentage and 100 Not_Null percentage ROW 1706: has 0 Null_Percentage and 100 Not_Null percentage ROW 1707: has 0 Null_Percentage and 100 Not_Null percentage ROW 1708: has 0 Null_Percentage and 100 Not_Null percentage ROW 1709: has 3 Null_Percentage and 96 Not_Null percentage ROW 1710: has 21 Null_Percentage and 78 Not_Null percentage ROW 1711: has 0 Null_Percentage and 100 Not_Null percentage ROW 1712: has 0 Null_Percentage and 100 Not_Null percentage ROW 1713: has 0 Null_Percentage and 100 Not_Null percentage ROW 1714: has 0 Null_Percentage and 100 Not_Null percentage ROW 1715: has 0 Null_Percentage and 100 Not_Null percentage ROW 1716: has 0 Null_Percentage and 100 Not_Null percentage ROW 1717: has 0 Null_Percentage and 100 Not_Null percentage ROW 1718: has 3 Null_Percentage and 96 Not_Null percentage ROW 1719: has 0 Null_Percentage and 100 Not_Null percentage ROW 1720: has 0 Null_Percentage and 100 Not_Null percentage ROW 1721: has 0 Null_Percentage and 100 Not_Null percentage ROW 1722: has 0 Null_Percentage and 100 Not_Null percentage ROW 1723: has 0 Null_Percentage and 100 Not_Null percentage ROW 1724: has 10 Null_Percentage and 89 Not_Null percentage ROW 1725: has 3 Null_Percentage and 96 Not_Null percentage ROW 1726: has 0 Null_Percentage and 100 Not_Null percentage ROW 1727: has 7 Null_Percentage and 92 Not_Null percentage ROW 1728: has 3 Null_Percentage and 96 Not_Null percentage ROW 1729: has 3 Null_Percentage and 96 Not_Null percentage ROW 1730: has 7 Null_Percentage and 92 Not_Null percentage ROW 1731: has 10 Null_Percentage and 89 Not_Null percentage ROW 1732: has 3 Null_Percentage and 96 Not_Null percentage ROW 1733: has 3 Null_Percentage and 96 Not_Null percentage ROW 1734: has 0 Null_Percentage and 100 Not_Null percentage ROW 1735: has 0 Null_Percentage and 100 Not_Null percentage ROW 1736: has 17 Null_Percentage and 82 Not_Null percentage ROW 1737: has 0 Null_Percentage and 100 Not_Null percentage ROW 1738: has 0 Null_Percentage and 100 Not_Null percentage ROW 1739: has 0 Null_Percentage and 100 Not_Null percentage ROW 1740: has 3 Null_Percentage and 96 Not_Null percentage ROW 1741: has 0 Null_Percentage and 100 Not_Null percentage ROW 1742: has 0 Null_Percentage and 100 Not_Null percentage ROW 1743: has 0 Null_Percentage and 100 Not_Null percentage ROW 1744: has 0 Null_Percentage and 100 Not_Null percentage ROW 1745: has 0 Null_Percentage and 100 Not_Null percentage ROW 1746: has 0 Null_Percentage and 100 Not_Null percentage ROW 1747: has 0 Null_Percentage and 100 Not_Null percentage ROW 1748: has 0 Null_Percentage and 100 Not_Null percentage ROW 1749: has 0 Null_Percentage and 100 Not_Null percentage ROW 1750: has 0 Null_Percentage and 100 Not_Null percentage ROW 1751: has 0 Null_Percentage and 100 Not_Null percentage ROW 1752: has 3 Null_Percentage and 96 Not_Null percentage ROW 1753: has 0 Null_Percentage and 100 Not_Null percentage ROW 1754: has 0 Null_Percentage and 100 Not_Null percentage ROW 1755: has 0 Null_Percentage and 100 Not_Null percentage ROW 1756: has 0 Null_Percentage and 100 Not_Null percentage ROW 1757: has 0 Null_Percentage and 100 Not_Null percentage ROW 1758: has 0 Null_Percentage and 100 Not_Null percentage ROW 1759: has 0 Null_Percentage and 100 Not_Null percentage ROW 1760: has 0 Null_Percentage and 100 Not_Null percentage ROW 1761: has 3 Null_Percentage and 96 Not_Null percentage ROW 1762: has 0 Null_Percentage and 100 Not_Null percentage ROW 1763: has 0 Null_Percentage and 100 Not_Null percentage ROW 1764: has 0 Null_Percentage and 100 Not_Null percentage ROW 1765: has 0 Null_Percentage and 100 Not_Null percentage ROW 1766: has 0 Null_Percentage and 100 Not_Null percentage ROW 1767: has 0 Null_Percentage and 100 Not_Null percentage ROW 1768: has 0 Null_Percentage and 100 Not_Null percentage ROW 1769: has 0 Null_Percentage and 100 Not_Null percentage ROW 1770: has 0 Null_Percentage and 100 Not_Null percentage ROW 1771: has 0 Null_Percentage and 100 Not_Null percentage ROW 1772: has 0 Null_Percentage and 100 Not_Null percentage ROW 1773: has 0 Null_Percentage and 100 Not_Null percentage ROW 1774: has 0 Null_Percentage and 100 Not_Null percentage ROW 1775: has 0 Null_Percentage and 100 Not_Null percentage ROW 1776: has 0 Null_Percentage and 100 Not_Null percentage ROW 1777: has 0 Null_Percentage and 100 Not_Null percentage ROW 1778: has 0 Null_Percentage and 100 Not_Null percentage ROW 1779: has 0 Null_Percentage and 100 Not_Null percentage ROW 1780: has 0 Null_Percentage and 100 Not_Null percentage ROW 1781: has 0 Null_Percentage and 100 Not_Null percentage ROW 1782: has 7 Null_Percentage and 92 Not_Null percentage ROW 1783: has 0 Null_Percentage and 100 Not_Null percentage ROW 1784: has 0 Null_Percentage and 100 Not_Null percentage ROW 1785: has 0 Null_Percentage and 100 Not_Null percentage ROW 1786: has 0 Null_Percentage and 100 Not_Null percentage ROW 1787: has 0 Null_Percentage and 100 Not_Null percentage ROW 1788: has 0 Null_Percentage and 100 Not_Null percentage ROW 1789: has 0 Null_Percentage and 100 Not_Null percentage ROW 1790: has 0 Null_Percentage and 100 Not_Null percentage ROW 1791: has 0 Null_Percentage and 100 Not_Null percentage ROW 1792: has 0 Null_Percentage and 100 Not_Null percentage ROW 1793: has 7 Null_Percentage and 92 Not_Null percentage ROW 1794: has 0 Null_Percentage and 100 Not_Null percentage ROW 1795: has 0 Null_Percentage and 100 Not_Null percentage ROW 1796: has 0 Null_Percentage and 100 Not_Null percentage ROW 1797: has 0 Null_Percentage and 100 Not_Null percentage ROW 1798: has 0 Null_Percentage and 100 Not_Null percentage ROW 1799: has 0 Null_Percentage and 100 Not_Null percentage ROW 1800: has 0 Null_Percentage and 100 Not_Null percentage ROW 1801: has 0 Null_Percentage and 100 Not_Null percentage ROW 1802: has 17 Null_Percentage and 82 Not_Null percentage ROW 1803: has 0 Null_Percentage and 100 Not_Null percentage ROW 1804: has 0 Null_Percentage and 100 Not_Null percentage ROW 1805: has 0 Null_Percentage and 100 Not_Null percentage ROW 1806: has 0 Null_Percentage and 100 Not_Null percentage ROW 1807: has 0 Null_Percentage and 100 Not_Null percentage ROW 1808: has 3 Null_Percentage and 96 Not_Null percentage ROW 1809: has 0 Null_Percentage and 100 Not_Null percentage ROW 1810: has 0 Null_Percentage and 100 Not_Null percentage ROW 1811: has 0 Null_Percentage and 100 Not_Null percentage ROW 1812: has 0 Null_Percentage and 100 Not_Null percentage ROW 1813: has 0 Null_Percentage and 100 Not_Null percentage ROW 1814: has 0 Null_Percentage and 100 Not_Null percentage ROW 1815: has 3 Null_Percentage and 96 Not_Null percentage ROW 1816: has 0 Null_Percentage and 100 Not_Null percentage ROW 1817: has 0 Null_Percentage and 100 Not_Null percentage ROW 1818: has 21 Null_Percentage and 78 Not_Null percentage ROW 1819: has 3 Null_Percentage and 96 Not_Null percentage ROW 1820: has 0 Null_Percentage and 100 Not_Null percentage ROW 1821: has 0 Null_Percentage and 100 Not_Null percentage ROW 1822: has 0 Null_Percentage and 100 Not_Null percentage ROW 1823: has 0 Null_Percentage and 100 Not_Null percentage ROW 1824: has 0 Null_Percentage and 100 Not_Null percentage ROW 1825: has 0 Null_Percentage and 100 Not_Null percentage ROW 1826: has 0 Null_Percentage and 100 Not_Null percentage ROW 1827: has 0 Null_Percentage and 100 Not_Null percentage ROW 1828: has 0 Null_Percentage and 100 Not_Null percentage ROW 1829: has 0 Null_Percentage and 100 Not_Null percentage ROW 1830: has 0 Null_Percentage and 100 Not_Null percentage ROW 1831: has 7 Null_Percentage and 92 Not_Null percentage ROW 1832: has 0 Null_Percentage and 100 Not_Null percentage ROW 1833: has 0 Null_Percentage and 100 Not_Null percentage ROW 1834: has 0 Null_Percentage and 100 Not_Null percentage ROW 1835: has 0 Null_Percentage and 100 Not_Null percentage ROW 1836: has 0 Null_Percentage and 100 Not_Null percentage ROW 1837: has 0 Null_Percentage and 100 Not_Null percentage ROW 1838: has 0 Null_Percentage and 100 Not_Null percentage ROW 1839: has 0 Null_Percentage and 100 Not_Null percentage ROW 1840: has 0 Null_Percentage and 100 Not_Null percentage ROW 1841: has 0 Null_Percentage and 100 Not_Null percentage ROW 1842: has 17 Null_Percentage and 82 Not_Null percentage ROW 1843: has 0 Null_Percentage and 100 Not_Null percentage ROW 1844: has 0 Null_Percentage and 100 Not_Null percentage ROW 1845: has 0 Null_Percentage and 100 Not_Null percentage ROW 1846: has 0 Null_Percentage and 100 Not_Null percentage ROW 1847: has 0 Null_Percentage and 100 Not_Null percentage ROW 1848: has 0 Null_Percentage and 100 Not_Null percentage ROW 1849: has 0 Null_Percentage and 100 Not_Null percentage ROW 1850: has 0 Null_Percentage and 100 Not_Null percentage ROW 1851: has 0 Null_Percentage and 100 Not_Null percentage ROW 1852: has 0 Null_Percentage and 100 Not_Null percentage ROW 1853: has 0 Null_Percentage and 100 Not_Null percentage ROW 1854: has 0 Null_Percentage and 100 Not_Null percentage ROW 1855: has 0 Null_Percentage and 100 Not_Null percentage ROW 1856: has 0 Null_Percentage and 100 Not_Null percentage ROW 1857: has 0 Null_Percentage and 100 Not_Null percentage ROW 1858: has 0 Null_Percentage and 100 Not_Null percentage ROW 1859: has 0 Null_Percentage and 100 Not_Null percentage ROW 1860: has 3 Null_Percentage and 96 Not_Null percentage ROW 1861: has 0 Null_Percentage and 100 Not_Null percentage ROW 1862: has 3 Null_Percentage and 96 Not_Null percentage ROW 1863: has 0 Null_Percentage and 100 Not_Null percentage ROW 1864: has 0 Null_Percentage and 100 Not_Null percentage ROW 1865: has 0 Null_Percentage and 100 Not_Null percentage ROW 1866: has 0 Null_Percentage and 100 Not_Null percentage ROW 1867: has 0 Null_Percentage and 100 Not_Null percentage ROW 1868: has 0 Null_Percentage and 100 Not_Null percentage ROW 1869: has 0 Null_Percentage and 100 Not_Null percentage ROW 1870: has 0 Null_Percentage and 100 Not_Null percentage ROW 1871: has 0 Null_Percentage and 100 Not_Null percentage ROW 1872: has 0 Null_Percentage and 100 Not_Null percentage ROW 1873: has 0 Null_Percentage and 100 Not_Null percentage ROW 1874: has 0 Null_Percentage and 100 Not_Null percentage ROW 1875: has 0 Null_Percentage and 100 Not_Null percentage ROW 1876: has 0 Null_Percentage and 100 Not_Null percentage ROW 1877: has 0 Null_Percentage and 100 Not_Null percentage ROW 1878: has 7 Null_Percentage and 92 Not_Null percentage ROW 1879: has 0 Null_Percentage and 100 Not_Null percentage ROW 1880: has 10 Null_Percentage and 89 Not_Null percentage ROW 1881: has 0 Null_Percentage and 100 Not_Null percentage ROW 1882: has 0 Null_Percentage and 100 Not_Null percentage ROW 1883: has 0 Null_Percentage and 100 Not_Null percentage ROW 1884: has 0 Null_Percentage and 100 Not_Null percentage ROW 1885: has 0 Null_Percentage and 100 Not_Null percentage ROW 1886: has 0 Null_Percentage and 100 Not_Null percentage ROW 1887: has 0 Null_Percentage and 100 Not_Null percentage ROW 1888: has 0 Null_Percentage and 100 Not_Null percentage ROW 1889: has 0 Null_Percentage and 100 Not_Null percentage ROW 1890: has 0 Null_Percentage and 100 Not_Null percentage ROW 1891: has 0 Null_Percentage and 100 Not_Null percentage ROW 1892: has 0 Null_Percentage and 100 Not_Null percentage ROW 1893: has 0 Null_Percentage and 100 Not_Null percentage ROW 1894: has 3 Null_Percentage and 96 Not_Null percentage ROW 1895: has 0 Null_Percentage and 100 Not_Null percentage ROW 1896: has 0 Null_Percentage and 100 Not_Null percentage ROW 1897: has 0 Null_Percentage and 100 Not_Null percentage ROW 1898: has 0 Null_Percentage and 100 Not_Null percentage ROW 1899: has 0 Null_Percentage and 100 Not_Null percentage ROW 1900: has 0 Null_Percentage and 100 Not_Null percentage ROW 1901: has 0 Null_Percentage and 100 Not_Null percentage ROW 1902: has 0 Null_Percentage and 100 Not_Null percentage ROW 1903: has 0 Null_Percentage and 100 Not_Null percentage ROW 1904: has 0 Null_Percentage and 100 Not_Null percentage ROW 1905: has 0 Null_Percentage and 100 Not_Null percentage ROW 1906: has 0 Null_Percentage and 100 Not_Null percentage ROW 1907: has 0 Null_Percentage and 100 Not_Null percentage ROW 1908: has 0 Null_Percentage and 100 Not_Null percentage ROW 1909: has 0 Null_Percentage and 100 Not_Null percentage ROW 1910: has 0 Null_Percentage and 100 Not_Null percentage ROW 1911: has 0 Null_Percentage and 100 Not_Null percentage ROW 1912: has 0 Null_Percentage and 100 Not_Null percentage ROW 1913: has 0 Null_Percentage and 100 Not_Null percentage ROW 1914: has 0 Null_Percentage and 100 Not_Null percentage ROW 1915: has 0 Null_Percentage and 100 Not_Null percentage ROW 1916: has 0 Null_Percentage and 100 Not_Null percentage ROW 1917: has 0 Null_Percentage and 100 Not_Null percentage ROW 1918: has 3 Null_Percentage and 96 Not_Null percentage ROW 1919: has 0 Null_Percentage and 100 Not_Null percentage ROW 1920: has 0 Null_Percentage and 100 Not_Null percentage ROW 1921: has 0 Null_Percentage and 100 Not_Null percentage ROW 1922: has 0 Null_Percentage and 100 Not_Null percentage ROW 1923: has 0 Null_Percentage and 100 Not_Null percentage ROW 1924: has 0 Null_Percentage and 100 Not_Null percentage ROW 1925: has 0 Null_Percentage and 100 Not_Null percentage ROW 1926: has 0 Null_Percentage and 100 Not_Null percentage ROW 1927: has 0 Null_Percentage and 100 Not_Null percentage ROW 1928: has 0 Null_Percentage and 100 Not_Null percentage ROW 1929: has 0 Null_Percentage and 100 Not_Null percentage ROW 1930: has 0 Null_Percentage and 100 Not_Null percentage ROW 1931: has 0 Null_Percentage and 100 Not_Null percentage ROW 1932: has 0 Null_Percentage and 100 Not_Null percentage ROW 1933: has 0 Null_Percentage and 100 Not_Null percentage ROW 1934: has 0 Null_Percentage and 100 Not_Null percentage ROW 1935: has 3 Null_Percentage and 96 Not_Null percentage ROW 1936: has 0 Null_Percentage and 100 Not_Null percentage ROW 1937: has 0 Null_Percentage and 100 Not_Null percentage ROW 1938: has 0 Null_Percentage and 100 Not_Null percentage ROW 1939: has 0 Null_Percentage and 100 Not_Null percentage ROW 1940: has 0 Null_Percentage and 100 Not_Null percentage ROW 1941: has 0 Null_Percentage and 100 Not_Null percentage ROW 1942: has 3 Null_Percentage and 96 Not_Null percentage ROW 1943: has 0 Null_Percentage and 100 Not_Null percentage ROW 1944: has 0 Null_Percentage and 100 Not_Null percentage ROW 1945: has 0 Null_Percentage and 100 Not_Null percentage ROW 1946: has 0 Null_Percentage and 100 Not_Null percentage ROW 1947: has 21 Null_Percentage and 78 Not_Null percentage ROW 1948: has 7 Null_Percentage and 92 Not_Null percentage ROW 1949: has 0 Null_Percentage and 100 Not_Null percentage ROW 1950: has 0 Null_Percentage and 100 Not_Null percentage ROW 1951: has 0 Null_Percentage and 100 Not_Null percentage ROW 1952: has 0 Null_Percentage and 100 Not_Null percentage ROW 1953: has 0 Null_Percentage and 100 Not_Null percentage ROW 1954: has 0 Null_Percentage and 100 Not_Null percentage ROW 1955: has 0 Null_Percentage and 100 Not_Null percentage ROW 1956: has 0 Null_Percentage and 100 Not_Null percentage ROW 1957: has 0 Null_Percentage and 100 Not_Null percentage ROW 1958: has 3 Null_Percentage and 96 Not_Null percentage ROW 1959: has 0 Null_Percentage and 100 Not_Null percentage ROW 1960: has 0 Null_Percentage and 100 Not_Null percentage ROW 1961: has 0 Null_Percentage and 100 Not_Null percentage ROW 1962: has 0 Null_Percentage and 100 Not_Null percentage ROW 1963: has 0 Null_Percentage and 100 Not_Null percentage ROW 1964: has 0 Null_Percentage and 100 Not_Null percentage ROW 1965: has 0 Null_Percentage and 100 Not_Null percentage ROW 1966: has 0 Null_Percentage and 100 Not_Null percentage ROW 1967: has 3 Null_Percentage and 96 Not_Null percentage ROW 1968: has 0 Null_Percentage and 100 Not_Null percentage ROW 1969: has 0 Null_Percentage and 100 Not_Null percentage ROW 1970: has 0 Null_Percentage and 100 Not_Null percentage ROW 1971: has 3 Null_Percentage and 96 Not_Null percentage ROW 1972: has 17 Null_Percentage and 82 Not_Null percentage ROW 1973: has 0 Null_Percentage and 100 Not_Null percentage ROW 1974: has 0 Null_Percentage and 100 Not_Null percentage ROW 1975: has 0 Null_Percentage and 100 Not_Null percentage ROW 1976: has 0 Null_Percentage and 100 Not_Null percentage ROW 1977: has 7 Null_Percentage and 92 Not_Null percentage ROW 1978: has 0 Null_Percentage and 100 Not_Null percentage ROW 1979: has 0 Null_Percentage and 100 Not_Null percentage ROW 1980: has 0 Null_Percentage and 100 Not_Null percentage ROW 1981: has 0 Null_Percentage and 100 Not_Null percentage ROW 1982: has 0 Null_Percentage and 100 Not_Null percentage ROW 1983: has 0 Null_Percentage and 100 Not_Null percentage ROW 1984: has 0 Null_Percentage and 100 Not_Null percentage ROW 1985: has 0 Null_Percentage and 100 Not_Null percentage ROW 1986: has 0 Null_Percentage and 100 Not_Null percentage ROW 1987: has 0 Null_Percentage and 100 Not_Null percentage ROW 1988: has 0 Null_Percentage and 100 Not_Null percentage ROW 1989: has 0 Null_Percentage and 100 Not_Null percentage ROW 1990: has 3 Null_Percentage and 96 Not_Null percentage ROW 1991: has 0 Null_Percentage and 100 Not_Null percentage ROW 1992: has 0 Null_Percentage and 100 Not_Null percentage ROW 1993: has 0 Null_Percentage and 100 Not_Null percentage ROW 1994: has 0 Null_Percentage and 100 Not_Null percentage ROW 1995: has 0 Null_Percentage and 100 Not_Null percentage ROW 1996: has 0 Null_Percentage and 100 Not_Null percentage ROW 1997: has 0 Null_Percentage and 100 Not_Null percentage ROW 1998: has 0 Null_Percentage and 100 Not_Null percentage ROW 1999: has 3 Null_Percentage and 96 Not_Null percentage ROW 2000: has 0 Null_Percentage and 100 Not_Null percentage ROW 2001: has 7 Null_Percentage and 92 Not_Null percentage ROW 2002: has 0 Null_Percentage and 100 Not_Null percentage ROW 2003: has 0 Null_Percentage and 100 Not_Null percentage ROW 2004: has 0 Null_Percentage and 100 Not_Null percentage ROW 2005: has 0 Null_Percentage and 100 Not_Null percentage ROW 2006: has 7 Null_Percentage and 92 Not_Null percentage ROW 2007: has 0 Null_Percentage and 100 Not_Null percentage ROW 2008: has 0 Null_Percentage and 100 Not_Null percentage ROW 2009: has 7 Null_Percentage and 92 Not_Null percentage ROW 2010: has 7 Null_Percentage and 92 Not_Null percentage ROW 2011: has 0 Null_Percentage and 100 Not_Null percentage ROW 2012: has 3 Null_Percentage and 96 Not_Null percentage ROW 2013: has 3 Null_Percentage and 96 Not_Null percentage ROW 2014: has 3 Null_Percentage and 96 Not_Null percentage ROW 2015: has 10 Null_Percentage and 89 Not_Null percentage ROW 2016: has 0 Null_Percentage and 100 Not_Null percentage ROW 2017: has 0 Null_Percentage and 100 Not_Null percentage ROW 2018: has 0 Null_Percentage and 100 Not_Null percentage ROW 2019: has 0 Null_Percentage and 100 Not_Null percentage ROW 2020: has 0 Null_Percentage and 100 Not_Null percentage ROW 2021: has 0 Null_Percentage and 100 Not_Null percentage ROW 2022: has 0 Null_Percentage and 100 Not_Null percentage ROW 2023: has 0 Null_Percentage and 100 Not_Null percentage ROW 2024: has 0 Null_Percentage and 100 Not_Null percentage ROW 2025: has 0 Null_Percentage and 100 Not_Null percentage ROW 2026: has 0 Null_Percentage and 100 Not_Null percentage ROW 2027: has 0 Null_Percentage and 100 Not_Null percentage ROW 2028: has 0 Null_Percentage and 100 Not_Null percentage ROW 2029: has 0 Null_Percentage and 100 Not_Null percentage ROW 2030: has 0 Null_Percentage and 100 Not_Null percentage ROW 2031: has 0 Null_Percentage and 100 Not_Null percentage ROW 2032: has 0 Null_Percentage and 100 Not_Null percentage ROW 2033: has 0 Null_Percentage and 100 Not_Null percentage ROW 2034: has 0 Null_Percentage and 100 Not_Null percentage ROW 2035: has 0 Null_Percentage and 100 Not_Null percentage ROW 2036: has 0 Null_Percentage and 100 Not_Null percentage ROW 2037: has 0 Null_Percentage and 100 Not_Null percentage ROW 2038: has 0 Null_Percentage and 100 Not_Null percentage ROW 2039: has 0 Null_Percentage and 100 Not_Null percentage ROW 2040: has 0 Null_Percentage and 100 Not_Null percentage ROW 2041: has 0 Null_Percentage and 100 Not_Null percentage ROW 2042: has 0 Null_Percentage and 100 Not_Null percentage ROW 2043: has 3 Null_Percentage and 96 Not_Null percentage ROW 2044: has 0 Null_Percentage and 100 Not_Null percentage ROW 2045: has 0 Null_Percentage and 100 Not_Null percentage ROW 2046: has 0 Null_Percentage and 100 Not_Null percentage ROW 2047: has 0 Null_Percentage and 100 Not_Null percentage ROW 2048: has 0 Null_Percentage and 100 Not_Null percentage ROW 2049: has 0 Null_Percentage and 100 Not_Null percentage ROW 2050: has 0 Null_Percentage and 100 Not_Null percentage ROW 2051: has 0 Null_Percentage and 100 Not_Null percentage ROW 2052: has 0 Null_Percentage and 100 Not_Null percentage ROW 2053: has 0 Null_Percentage and 100 Not_Null percentage ROW 2054: has 0 Null_Percentage and 100 Not_Null percentage ROW 2055: has 0 Null_Percentage and 100 Not_Null percentage ROW 2056: has 0 Null_Percentage and 100 Not_Null percentage ROW 2057: has 0 Null_Percentage and 100 Not_Null percentage ROW 2058: has 0 Null_Percentage and 100 Not_Null percentage ROW 2059: has 0 Null_Percentage and 100 Not_Null percentage ROW 2060: has 0 Null_Percentage and 100 Not_Null percentage ROW 2061: has 0 Null_Percentage and 100 Not_Null percentage ROW 2062: has 0 Null_Percentage and 100 Not_Null percentage ROW 2063: has 0 Null_Percentage and 100 Not_Null percentage ROW 2064: has 0 Null_Percentage and 100 Not_Null percentage ROW 2065: has 0 Null_Percentage and 100 Not_Null percentage ROW 2066: has 0 Null_Percentage and 100 Not_Null percentage ROW 2067: has 0 Null_Percentage and 100 Not_Null percentage ROW 2068: has 0 Null_Percentage and 100 Not_Null percentage ROW 2069: has 0 Null_Percentage and 100 Not_Null percentage ROW 2070: has 0 Null_Percentage and 100 Not_Null percentage ROW 2071: has 3 Null_Percentage and 96 Not_Null percentage ROW 2072: has 0 Null_Percentage and 100 Not_Null percentage ROW 2073: has 7 Null_Percentage and 92 Not_Null percentage ROW 2074: has 0 Null_Percentage and 100 Not_Null percentage ROW 2075: has 25 Null_Percentage and 75 Not_Null percentage ROW 2076: has 0 Null_Percentage and 100 Not_Null percentage ROW 2077: has 7 Null_Percentage and 92 Not_Null percentage ROW 2078: has 0 Null_Percentage and 100 Not_Null percentage ROW 2079: has 0 Null_Percentage and 100 Not_Null percentage ROW 2080: has 0 Null_Percentage and 100 Not_Null percentage ROW 2081: has 0 Null_Percentage and 100 Not_Null percentage ROW 2082: has 0 Null_Percentage and 100 Not_Null percentage ROW 2083: has 0 Null_Percentage and 100 Not_Null percentage ROW 2084: has 0 Null_Percentage and 100 Not_Null percentage ROW 2085: has 0 Null_Percentage and 100 Not_Null percentage ROW 2086: has 0 Null_Percentage and 100 Not_Null percentage ROW 2087: has 0 Null_Percentage and 100 Not_Null percentage ROW 2088: has 3 Null_Percentage and 96 Not_Null percentage ROW 2089: has 0 Null_Percentage and 100 Not_Null percentage ROW 2090: has 0 Null_Percentage and 100 Not_Null percentage ROW 2091: has 0 Null_Percentage and 100 Not_Null percentage ROW 2092: has 0 Null_Percentage and 100 Not_Null percentage ROW 2093: has 0 Null_Percentage and 100 Not_Null percentage ROW 2094: has 0 Null_Percentage and 100 Not_Null percentage ROW 2095: has 0 Null_Percentage and 100 Not_Null percentage ROW 2096: has 0 Null_Percentage and 100 Not_Null percentage ROW 2097: has 0 Null_Percentage and 100 Not_Null percentage ROW 2098: has 0 Null_Percentage and 100 Not_Null percentage ROW 2099: has 0 Null_Percentage and 100 Not_Null percentage ROW 2100: has 3 Null_Percentage and 96 Not_Null percentage ROW 2101: has 0 Null_Percentage and 100 Not_Null percentage ROW 2102: has 0 Null_Percentage and 100 Not_Null percentage ROW 2103: has 0 Null_Percentage and 100 Not_Null percentage ROW 2104: has 0 Null_Percentage and 100 Not_Null percentage ROW 2105: has 0 Null_Percentage and 100 Not_Null percentage ROW 2106: has 0 Null_Percentage and 100 Not_Null percentage ROW 2107: has 0 Null_Percentage and 100 Not_Null percentage ROW 2108: has 0 Null_Percentage and 100 Not_Null percentage ROW 2109: has 0 Null_Percentage and 100 Not_Null percentage ROW 2110: has 0 Null_Percentage and 100 Not_Null percentage ROW 2111: has 0 Null_Percentage and 100 Not_Null percentage ROW 2112: has 0 Null_Percentage and 100 Not_Null percentage ROW 2113: has 0 Null_Percentage and 100 Not_Null percentage ROW 2114: has 0 Null_Percentage and 100 Not_Null percentage ROW 2115: has 0 Null_Percentage and 100 Not_Null percentage ROW 2116: has 0 Null_Percentage and 100 Not_Null percentage ROW 2117: has 3 Null_Percentage and 96 Not_Null percentage ROW 2118: has 0 Null_Percentage and 100 Not_Null percentage ROW 2119: has 0 Null_Percentage and 100 Not_Null percentage ROW 2120: has 0 Null_Percentage and 100 Not_Null percentage ROW 2121: has 0 Null_Percentage and 100 Not_Null percentage ROW 2122: has 0 Null_Percentage and 100 Not_Null percentage ROW 2123: has 3 Null_Percentage and 96 Not_Null percentage ROW 2124: has 0 Null_Percentage and 100 Not_Null percentage ROW 2125: has 0 Null_Percentage and 100 Not_Null percentage ROW 2126: has 0 Null_Percentage and 100 Not_Null percentage ROW 2127: has 0 Null_Percentage and 100 Not_Null percentage ROW 2128: has 0 Null_Percentage and 100 Not_Null percentage ROW 2129: has 0 Null_Percentage and 100 Not_Null percentage ROW 2130: has 3 Null_Percentage and 96 Not_Null percentage ROW 2131: has 0 Null_Percentage and 100 Not_Null percentage ROW 2132: has 0 Null_Percentage and 100 Not_Null percentage ROW 2133: has 0 Null_Percentage and 100 Not_Null percentage ROW 2134: has 0 Null_Percentage and 100 Not_Null percentage ROW 2135: has 0 Null_Percentage and 100 Not_Null percentage ROW 2136: has 0 Null_Percentage and 100 Not_Null percentage ROW 2137: has 0 Null_Percentage and 100 Not_Null percentage ROW 2138: has 0 Null_Percentage and 100 Not_Null percentage ROW 2139: has 3 Null_Percentage and 96 Not_Null percentage ROW 2140: has 0 Null_Percentage and 100 Not_Null percentage ROW 2141: has 0 Null_Percentage and 100 Not_Null percentage ROW 2142: has 0 Null_Percentage and 100 Not_Null percentage ROW 2143: has 35 Null_Percentage and 64 Not_Null percentage ROW 2144: has 0 Null_Percentage and 100 Not_Null percentage ROW 2145: has 0 Null_Percentage and 100 Not_Null percentage ROW 2146: has 0 Null_Percentage and 100 Not_Null percentage ROW 2147: has 0 Null_Percentage and 100 Not_Null percentage ROW 2148: has 0 Null_Percentage and 100 Not_Null percentage ROW 2149: has 0 Null_Percentage and 100 Not_Null percentage ROW 2150: has 0 Null_Percentage and 100 Not_Null percentage ROW 2151: has 0 Null_Percentage and 100 Not_Null percentage ROW 2152: has 0 Null_Percentage and 100 Not_Null percentage ROW 2153: has 0 Null_Percentage and 100 Not_Null percentage ROW 2154: has 0 Null_Percentage and 100 Not_Null percentage ROW 2155: has 0 Null_Percentage and 100 Not_Null percentage ROW 2156: has 0 Null_Percentage and 100 Not_Null percentage ROW 2157: has 0 Null_Percentage and 100 Not_Null percentage ROW 2158: has 0 Null_Percentage and 100 Not_Null percentage ROW 2159: has 0 Null_Percentage and 100 Not_Null percentage ROW 2160: has 0 Null_Percentage and 100 Not_Null percentage ROW 2161: has 0 Null_Percentage and 100 Not_Null percentage ROW 2162: has 0 Null_Percentage and 100 Not_Null percentage ROW 2163: has 0 Null_Percentage and 100 Not_Null percentage ROW 2164: has 0 Null_Percentage and 100 Not_Null percentage ROW 2165: has 0 Null_Percentage and 100 Not_Null percentage ROW 2166: has 0 Null_Percentage and 100 Not_Null percentage ROW 2167: has 0 Null_Percentage and 100 Not_Null percentage ROW 2168: has 0 Null_Percentage and 100 Not_Null percentage ROW 2169: has 0 Null_Percentage and 100 Not_Null percentage ROW 2170: has 0 Null_Percentage and 100 Not_Null percentage ROW 2171: has 0 Null_Percentage and 100 Not_Null percentage ROW 2172: has 0 Null_Percentage and 100 Not_Null percentage ROW 2173: has 0 Null_Percentage and 100 Not_Null percentage ROW 2174: has 0 Null_Percentage and 100 Not_Null percentage ROW 2175: has 0 Null_Percentage and 100 Not_Null percentage ROW 2176: has 0 Null_Percentage and 100 Not_Null percentage ROW 2177: has 0 Null_Percentage and 100 Not_Null percentage ROW 2178: has 0 Null_Percentage and 100 Not_Null percentage ROW 2179: has 0 Null_Percentage and 100 Not_Null percentage ROW 2180: has 3 Null_Percentage and 96 Not_Null percentage ROW 2181: has 3 Null_Percentage and 96 Not_Null percentage ROW 2182: has 0 Null_Percentage and 100 Not_Null percentage ROW 2183: has 0 Null_Percentage and 100 Not_Null percentage ROW 2184: has 0 Null_Percentage and 100 Not_Null percentage ROW 2185: has 0 Null_Percentage and 100 Not_Null percentage ROW 2186: has 0 Null_Percentage and 100 Not_Null percentage ROW 2187: has 0 Null_Percentage and 100 Not_Null percentage ROW 2188: has 0 Null_Percentage and 100 Not_Null percentage ROW 2189: has 3 Null_Percentage and 96 Not_Null percentage ROW 2190: has 0 Null_Percentage and 100 Not_Null percentage ROW 2191: has 21 Null_Percentage and 78 Not_Null percentage ROW 2192: has 0 Null_Percentage and 100 Not_Null percentage ROW 2193: has 0 Null_Percentage and 100 Not_Null percentage ROW 2194: has 0 Null_Percentage and 100 Not_Null percentage ROW 2195: has 0 Null_Percentage and 100 Not_Null percentage ROW 2196: has 0 Null_Percentage and 100 Not_Null percentage ROW 2197: has 0 Null_Percentage and 100 Not_Null percentage ROW 2198: has 0 Null_Percentage and 100 Not_Null percentage ROW 2199: has 0 Null_Percentage and 100 Not_Null percentage ROW 2200: has 3 Null_Percentage and 96 Not_Null percentage ROW 2201: has 0 Null_Percentage and 100 Not_Null percentage ROW 2202: has 0 Null_Percentage and 100 Not_Null percentage ROW 2203: has 0 Null_Percentage and 100 Not_Null percentage ROW 2204: has 0 Null_Percentage and 100 Not_Null percentage ROW 2205: has 0 Null_Percentage and 100 Not_Null percentage ROW 2206: has 0 Null_Percentage and 100 Not_Null percentage ROW 2207: has 0 Null_Percentage and 100 Not_Null percentage ROW 2208: has 0 Null_Percentage and 100 Not_Null percentage ROW 2209: has 0 Null_Percentage and 100 Not_Null percentage ROW 2210: has 0 Null_Percentage and 100 Not_Null percentage ROW 2211: has 3 Null_Percentage and 96 Not_Null percentage ROW 2212: has 0 Null_Percentage and 100 Not_Null percentage ROW 2213: has 0 Null_Percentage and 100 Not_Null percentage ROW 2214: has 0 Null_Percentage and 100 Not_Null percentage ROW 2215: has 0 Null_Percentage and 100 Not_Null percentage ROW 2216: has 0 Null_Percentage and 100 Not_Null percentage ROW 2217: has 3 Null_Percentage and 96 Not_Null percentage ROW 2218: has 0 Null_Percentage and 100 Not_Null percentage ROW 2219: has 0 Null_Percentage and 100 Not_Null percentage ROW 2220: has 0 Null_Percentage and 100 Not_Null percentage ROW 2221: has 0 Null_Percentage and 100 Not_Null percentage ROW 2222: has 0 Null_Percentage and 100 Not_Null percentage ROW 2223: has 0 Null_Percentage and 100 Not_Null percentage ROW 2224: has 0 Null_Percentage and 100 Not_Null percentage ROW 2225: has 0 Null_Percentage and 100 Not_Null percentage ROW 2226: has 0 Null_Percentage and 100 Not_Null percentage ROW 2227: has 0 Null_Percentage and 100 Not_Null percentage ROW 2228: has 0 Null_Percentage and 100 Not_Null percentage ROW 2229: has 0 Null_Percentage and 100 Not_Null percentage ROW 2230: has 0 Null_Percentage and 100 Not_Null percentage ROW 2231: has 0 Null_Percentage and 100 Not_Null percentage ROW 2232: has 0 Null_Percentage and 100 Not_Null percentage ROW 2233: has 0 Null_Percentage and 100 Not_Null percentage ROW 2234: has 0 Null_Percentage and 100 Not_Null percentage ROW 2235: has 3 Null_Percentage and 96 Not_Null percentage ROW 2236: has 0 Null_Percentage and 100 Not_Null percentage ROW 2237: has 0 Null_Percentage and 100 Not_Null percentage ROW 2238: has 3 Null_Percentage and 96 Not_Null percentage ROW 2239: has 3 Null_Percentage and 96 Not_Null percentage ROW 2240: has 0 Null_Percentage and 100 Not_Null percentage ROW 2241: has 39 Null_Percentage and 60 Not_Null percentage ROW 2242: has 0 Null_Percentage and 100 Not_Null percentage ROW 2243: has 0 Null_Percentage and 100 Not_Null percentage ROW 2244: has 0 Null_Percentage and 100 Not_Null percentage ROW 2245: has 0 Null_Percentage and 100 Not_Null percentage ROW 2246: has 0 Null_Percentage and 100 Not_Null percentage ROW 2247: has 3 Null_Percentage and 96 Not_Null percentage ROW 2248: has 0 Null_Percentage and 100 Not_Null percentage ROW 2249: has 0 Null_Percentage and 100 Not_Null percentage ROW 2250: has 0 Null_Percentage and 100 Not_Null percentage ROW 2251: has 0 Null_Percentage and 100 Not_Null percentage ROW 2252: has 0 Null_Percentage and 100 Not_Null percentage ROW 2253: has 0 Null_Percentage and 100 Not_Null percentage ROW 2254: has 0 Null_Percentage and 100 Not_Null percentage ROW 2255: has 0 Null_Percentage and 100 Not_Null percentage ROW 2256: has 0 Null_Percentage and 100 Not_Null percentage ROW 2257: has 25 Null_Percentage and 75 Not_Null percentage ROW 2258: has 0 Null_Percentage and 100 Not_Null percentage ROW 2259: has 0 Null_Percentage and 100 Not_Null percentage ROW 2260: has 0 Null_Percentage and 100 Not_Null percentage ROW 2261: has 0 Null_Percentage and 100 Not_Null percentage ROW 2262: has 0 Null_Percentage and 100 Not_Null percentage ROW 2263: has 0 Null_Percentage and 100 Not_Null percentage ROW 2264: has 0 Null_Percentage and 100 Not_Null percentage ROW 2265: has 3 Null_Percentage and 96 Not_Null percentage ROW 2266: has 0 Null_Percentage and 100 Not_Null percentage ROW 2267: has 3 Null_Percentage and 96 Not_Null percentage ROW 2268: has 0 Null_Percentage and 100 Not_Null percentage ROW 2269: has 0 Null_Percentage and 100 Not_Null percentage ROW 2270: has 0 Null_Percentage and 100 Not_Null percentage ROW 2271: has 0 Null_Percentage and 100 Not_Null percentage ROW 2272: has 0 Null_Percentage and 100 Not_Null percentage ROW 2273: has 0 Null_Percentage and 100 Not_Null percentage ROW 2274: has 0 Null_Percentage and 100 Not_Null percentage ROW 2275: has 0 Null_Percentage and 100 Not_Null percentage ROW 2276: has 0 Null_Percentage and 100 Not_Null percentage ROW 2277: has 0 Null_Percentage and 100 Not_Null percentage ROW 2278: has 0 Null_Percentage and 100 Not_Null percentage ROW 2279: has 0 Null_Percentage and 100 Not_Null percentage ROW 2280: has 0 Null_Percentage and 100 Not_Null percentage ROW 2281: has 0 Null_Percentage and 100 Not_Null percentage ROW 2282: has 0 Null_Percentage and 100 Not_Null percentage ROW 2283: has 0 Null_Percentage and 100 Not_Null percentage ROW 2284: has 0 Null_Percentage and 100 Not_Null percentage ROW 2285: has 0 Null_Percentage and 100 Not_Null percentage ROW 2286: has 0 Null_Percentage and 100 Not_Null percentage ROW 2287: has 0 Null_Percentage and 100 Not_Null percentage ROW 2288: has 0 Null_Percentage and 100 Not_Null percentage ROW 2289: has 0 Null_Percentage and 100 Not_Null percentage ROW 2290: has 0 Null_Percentage and 100 Not_Null percentage ROW 2291: has 0 Null_Percentage and 100 Not_Null percentage ROW 2292: has 0 Null_Percentage and 100 Not_Null percentage ROW 2293: has 0 Null_Percentage and 100 Not_Null percentage ROW 2294: has 0 Null_Percentage and 100 Not_Null percentage ROW 2295: has 0 Null_Percentage and 100 Not_Null percentage ROW 2296: has 0 Null_Percentage and 100 Not_Null percentage ROW 2297: has 0 Null_Percentage and 100 Not_Null percentage ROW 2298: has 0 Null_Percentage and 100 Not_Null percentage ROW 2299: has 3 Null_Percentage and 96 Not_Null percentage ROW 2300: has 0 Null_Percentage and 100 Not_Null percentage ROW 2301: has 0 Null_Percentage and 100 Not_Null percentage ROW 2302: has 0 Null_Percentage and 100 Not_Null percentage ROW 2303: has 21 Null_Percentage and 78 Not_Null percentage ROW 2304: has 0 Null_Percentage and 100 Not_Null percentage ROW 2305: has 0 Null_Percentage and 100 Not_Null percentage ROW 2306: has 0 Null_Percentage and 100 Not_Null percentage ROW 2307: has 0 Null_Percentage and 100 Not_Null percentage ROW 2308: has 0 Null_Percentage and 100 Not_Null percentage ROW 2309: has 3 Null_Percentage and 96 Not_Null percentage ROW 2310: has 0 Null_Percentage and 100 Not_Null percentage ROW 2311: has 0 Null_Percentage and 100 Not_Null percentage ROW 2312: has 0 Null_Percentage and 100 Not_Null percentage ROW 2313: has 0 Null_Percentage and 100 Not_Null percentage ROW 2314: has 0 Null_Percentage and 100 Not_Null percentage ROW 2315: has 0 Null_Percentage and 100 Not_Null percentage ROW 2316: has 0 Null_Percentage and 100 Not_Null percentage ROW 2317: has 3 Null_Percentage and 96 Not_Null percentage ROW 2318: has 0 Null_Percentage and 100 Not_Null percentage ROW 2319: has 0 Null_Percentage and 100 Not_Null percentage ROW 2320: has 0 Null_Percentage and 100 Not_Null percentage ROW 2321: has 0 Null_Percentage and 100 Not_Null percentage ROW 2322: has 0 Null_Percentage and 100 Not_Null percentage ROW 2323: has 0 Null_Percentage and 100 Not_Null percentage ROW 2324: has 0 Null_Percentage and 100 Not_Null percentage ROW 2325: has 0 Null_Percentage and 100 Not_Null percentage ROW 2326: has 0 Null_Percentage and 100 Not_Null percentage ROW 2327: has 0 Null_Percentage and 100 Not_Null percentage ROW 2328: has 0 Null_Percentage and 100 Not_Null percentage ROW 2329: has 0 Null_Percentage and 100 Not_Null percentage ROW 2330: has 0 Null_Percentage and 100 Not_Null percentage ROW 2331: has 0 Null_Percentage and 100 Not_Null percentage ROW 2332: has 3 Null_Percentage and 96 Not_Null percentage ROW 2333: has 0 Null_Percentage and 100 Not_Null percentage ROW 2334: has 0 Null_Percentage and 100 Not_Null percentage ROW 2335: has 0 Null_Percentage and 100 Not_Null percentage ROW 2336: has 3 Null_Percentage and 96 Not_Null percentage ROW 2337: has 0 Null_Percentage and 100 Not_Null percentage ROW 2338: has 3 Null_Percentage and 96 Not_Null percentage ROW 2339: has 3 Null_Percentage and 96 Not_Null percentage ROW 2340: has 0 Null_Percentage and 100 Not_Null percentage ROW 2341: has 0 Null_Percentage and 100 Not_Null percentage ROW 2342: has 35 Null_Percentage and 64 Not_Null percentage ROW 2343: has 0 Null_Percentage and 100 Not_Null percentage ROW 2344: has 3 Null_Percentage and 96 Not_Null percentage ROW 2345: has 14 Null_Percentage and 85 Not_Null percentage ROW 2346: has 3 Null_Percentage and 96 Not_Null percentage ROW 2347: has 3 Null_Percentage and 96 Not_Null percentage ROW 2348: has 3 Null_Percentage and 96 Not_Null percentage ROW 2349: has 10 Null_Percentage and 89 Not_Null percentage ROW 2350: has 7 Null_Percentage and 92 Not_Null percentage ROW 2351: has 10 Null_Percentage and 89 Not_Null percentage ROW 2352: has 3 Null_Percentage and 96 Not_Null percentage ROW 2353: has 3 Null_Percentage and 96 Not_Null percentage ROW 2354: has 0 Null_Percentage and 100 Not_Null percentage ROW 2355: has 0 Null_Percentage and 100 Not_Null percentage ROW 2356: has 0 Null_Percentage and 100 Not_Null percentage ROW 2357: has 0 Null_Percentage and 100 Not_Null percentage ROW 2358: has 0 Null_Percentage and 100 Not_Null percentage ROW 2359: has 0 Null_Percentage and 100 Not_Null percentage ROW 2360: has 0 Null_Percentage and 100 Not_Null percentage ROW 2361: has 0 Null_Percentage and 100 Not_Null percentage ROW 2362: has 3 Null_Percentage and 96 Not_Null percentage ROW 2363: has 0 Null_Percentage and 100 Not_Null percentage ROW 2364: has 0 Null_Percentage and 100 Not_Null percentage ROW 2365: has 0 Null_Percentage and 100 Not_Null percentage ROW 2366: has 14 Null_Percentage and 85 Not_Null percentage ROW 2367: has 0 Null_Percentage and 100 Not_Null percentage ROW 2368: has 0 Null_Percentage and 100 Not_Null percentage ROW 2369: has 0 Null_Percentage and 100 Not_Null percentage ROW 2370: has 28 Null_Percentage and 71 Not_Null percentage ROW 2371: has 0 Null_Percentage and 100 Not_Null percentage ROW 2372: has 0 Null_Percentage and 100 Not_Null percentage ROW 2373: has 0 Null_Percentage and 100 Not_Null percentage ROW 2374: has 10 Null_Percentage and 89 Not_Null percentage ROW 2375: has 0 Null_Percentage and 100 Not_Null percentage ROW 2376: has 0 Null_Percentage and 100 Not_Null percentage ROW 2377: has 0 Null_Percentage and 100 Not_Null percentage ROW 2378: has 0 Null_Percentage and 100 Not_Null percentage ROW 2379: has 3 Null_Percentage and 96 Not_Null percentage ROW 2380: has 0 Null_Percentage and 100 Not_Null percentage ROW 2381: has 3 Null_Percentage and 96 Not_Null percentage ROW 2382: has 0 Null_Percentage and 100 Not_Null percentage ROW 2383: has 0 Null_Percentage and 100 Not_Null percentage ROW 2384: has 3 Null_Percentage and 96 Not_Null percentage ROW 2385: has 0 Null_Percentage and 100 Not_Null percentage ROW 2386: has 0 Null_Percentage and 100 Not_Null percentage ROW 2387: has 0 Null_Percentage and 100 Not_Null percentage ROW 2388: has 10 Null_Percentage and 89 Not_Null percentage ROW 2389: has 0 Null_Percentage and 100 Not_Null percentage ROW 2390: has 0 Null_Percentage and 100 Not_Null percentage ROW 2391: has 0 Null_Percentage and 100 Not_Null percentage ROW 2392: has 0 Null_Percentage and 100 Not_Null percentage ROW 2393: has 0 Null_Percentage and 100 Not_Null percentage ROW 2394: has 0 Null_Percentage and 100 Not_Null percentage ROW 2395: has 0 Null_Percentage and 100 Not_Null percentage ROW 2396: has 0 Null_Percentage and 100 Not_Null percentage ROW 2397: has 0 Null_Percentage and 100 Not_Null percentage ROW 2398: has 0 Null_Percentage and 100 Not_Null percentage ROW 2399: has 0 Null_Percentage and 100 Not_Null percentage ROW 2400: has 0 Null_Percentage and 100 Not_Null percentage ROW 2401: has 0 Null_Percentage and 100 Not_Null percentage ROW 2402: has 0 Null_Percentage and 100 Not_Null percentage ROW 2403: has 0 Null_Percentage and 100 Not_Null percentage ROW 2404: has 0 Null_Percentage and 100 Not_Null percentage ROW 2405: has 0 Null_Percentage and 100 Not_Null percentage ROW 2406: has 0 Null_Percentage and 100 Not_Null percentage ROW 2407: has 0 Null_Percentage and 100 Not_Null percentage ROW 2408: has 0 Null_Percentage and 100 Not_Null percentage ROW 2409: has 0 Null_Percentage and 100 Not_Null percentage ROW 2410: has 0 Null_Percentage and 100 Not_Null percentage ROW 2411: has 0 Null_Percentage and 100 Not_Null percentage ROW 2412: has 17 Null_Percentage and 82 Not_Null percentage ROW 2413: has 0 Null_Percentage and 100 Not_Null percentage ROW 2414: has 0 Null_Percentage and 100 Not_Null percentage ROW 2415: has 0 Null_Percentage and 100 Not_Null percentage ROW 2416: has 0 Null_Percentage and 100 Not_Null percentage ROW 2417: has 0 Null_Percentage and 100 Not_Null percentage ROW 2418: has 0 Null_Percentage and 100 Not_Null percentage ROW 2419: has 0 Null_Percentage and 100 Not_Null percentage ROW 2420: has 0 Null_Percentage and 100 Not_Null percentage ROW 2421: has 0 Null_Percentage and 100 Not_Null percentage ROW 2422: has 3 Null_Percentage and 96 Not_Null percentage ROW 2423: has 0 Null_Percentage and 100 Not_Null percentage ROW 2424: has 0 Null_Percentage and 100 Not_Null percentage ROW 2425: has 0 Null_Percentage and 100 Not_Null percentage ROW 2426: has 0 Null_Percentage and 100 Not_Null percentage ROW 2427: has 0 Null_Percentage and 100 Not_Null percentage ROW 2428: has 0 Null_Percentage and 100 Not_Null percentage ROW 2429: has 0 Null_Percentage and 100 Not_Null percentage ROW 2430: has 0 Null_Percentage and 100 Not_Null percentage ROW 2431: has 0 Null_Percentage and 100 Not_Null percentage ROW 2432: has 0 Null_Percentage and 100 Not_Null percentage ROW 2433: has 0 Null_Percentage and 100 Not_Null percentage ROW 2434: has 0 Null_Percentage and 100 Not_Null percentage ROW 2435: has 0 Null_Percentage and 100 Not_Null percentage ROW 2436: has 0 Null_Percentage and 100 Not_Null percentage ROW 2437: has 0 Null_Percentage and 100 Not_Null percentage ROW 2438: has 0 Null_Percentage and 100 Not_Null percentage ROW 2439: has 0 Null_Percentage and 100 Not_Null percentage ROW 2440: has 3 Null_Percentage and 96 Not_Null percentage ROW 2441: has 0 Null_Percentage and 100 Not_Null percentage ROW 2442: has 0 Null_Percentage and 100 Not_Null percentage ROW 2443: has 0 Null_Percentage and 100 Not_Null percentage ROW 2444: has 0 Null_Percentage and 100 Not_Null percentage ROW 2445: has 0 Null_Percentage and 100 Not_Null percentage ROW 2446: has 0 Null_Percentage and 100 Not_Null percentage ROW 2447: has 0 Null_Percentage and 100 Not_Null percentage ROW 2448: has 0 Null_Percentage and 100 Not_Null percentage ROW 2449: has 0 Null_Percentage and 100 Not_Null percentage ROW 2450: has 0 Null_Percentage and 100 Not_Null percentage ROW 2451: has 0 Null_Percentage and 100 Not_Null percentage ROW 2452: has 0 Null_Percentage and 100 Not_Null percentage ROW 2453: has 0 Null_Percentage and 100 Not_Null percentage ROW 2454: has 0 Null_Percentage and 100 Not_Null percentage ROW 2455: has 3 Null_Percentage and 96 Not_Null percentage ROW 2456: has 0 Null_Percentage and 100 Not_Null percentage ROW 2457: has 0 Null_Percentage and 100 Not_Null percentage ROW 2458: has 0 Null_Percentage and 100 Not_Null percentage ROW 2459: has 32 Null_Percentage and 67 Not_Null percentage ROW 2460: has 0 Null_Percentage and 100 Not_Null percentage ROW 2461: has 17 Null_Percentage and 82 Not_Null percentage ROW 2462: has 0 Null_Percentage and 100 Not_Null percentage ROW 2463: has 0 Null_Percentage and 100 Not_Null percentage ROW 2464: has 3 Null_Percentage and 96 Not_Null percentage ROW 2465: has 3 Null_Percentage and 96 Not_Null percentage ROW 2466: has 14 Null_Percentage and 85 Not_Null percentage ROW 2467: has 3 Null_Percentage and 96 Not_Null percentage ROW 2468: has 0 Null_Percentage and 100 Not_Null percentage ROW 2469: has 3 Null_Percentage and 96 Not_Null percentage ROW 2470: has 7 Null_Percentage and 92 Not_Null percentage ROW 2471: has 0 Null_Percentage and 100 Not_Null percentage ROW 2472: has 7 Null_Percentage and 92 Not_Null percentage ROW 2473: has 3 Null_Percentage and 96 Not_Null percentage ROW 2474: has 3 Null_Percentage and 96 Not_Null percentage ROW 2475: has 0 Null_Percentage and 100 Not_Null percentage ROW 2476: has 3 Null_Percentage and 96 Not_Null percentage ROW 2477: has 3 Null_Percentage and 96 Not_Null percentage ROW 2478: has 0 Null_Percentage and 100 Not_Null percentage ROW 2479: has 0 Null_Percentage and 100 Not_Null percentage ROW 2480: has 0 Null_Percentage and 100 Not_Null percentage ROW 2481: has 0 Null_Percentage and 100 Not_Null percentage ROW 2482: has 0 Null_Percentage and 100 Not_Null percentage ROW 2483: has 3 Null_Percentage and 96 Not_Null percentage ROW 2484: has 0 Null_Percentage and 100 Not_Null percentage ROW 2485: has 0 Null_Percentage and 100 Not_Null percentage ROW 2486: has 0 Null_Percentage and 100 Not_Null percentage ROW 2487: has 0 Null_Percentage and 100 Not_Null percentage ROW 2488: has 0 Null_Percentage and 100 Not_Null percentage ROW 2489: has 0 Null_Percentage and 100 Not_Null percentage ROW 2490: has 0 Null_Percentage and 100 Not_Null percentage ROW 2491: has 0 Null_Percentage and 100 Not_Null percentage ROW 2492: has 0 Null_Percentage and 100 Not_Null percentage ROW 2493: has 0 Null_Percentage and 100 Not_Null percentage ROW 2494: has 0 Null_Percentage and 100 Not_Null percentage ROW 2495: has 0 Null_Percentage and 100 Not_Null percentage ROW 2496: has 0 Null_Percentage and 100 Not_Null percentage ROW 2497: has 0 Null_Percentage and 100 Not_Null percentage ROW 2498: has 0 Null_Percentage and 100 Not_Null percentage ROW 2499: has 0 Null_Percentage and 100 Not_Null percentage ROW 2500: has 0 Null_Percentage and 100 Not_Null percentage ROW 2501: has 0 Null_Percentage and 100 Not_Null percentage ROW 2502: has 0 Null_Percentage and 100 Not_Null percentage ROW 2503: has 0 Null_Percentage and 100 Not_Null percentage ROW 2504: has 0 Null_Percentage and 100 Not_Null percentage ROW 2505: has 3 Null_Percentage and 96 Not_Null percentage ROW 2506: has 3 Null_Percentage and 96 Not_Null percentage ROW 2507: has 0 Null_Percentage and 100 Not_Null percentage ROW 2508: has 0 Null_Percentage and 100 Not_Null percentage ROW 2509: has 0 Null_Percentage and 100 Not_Null percentage ROW 2510: has 0 Null_Percentage and 100 Not_Null percentage ROW 2511: has 0 Null_Percentage and 100 Not_Null percentage ROW 2512: has 0 Null_Percentage and 100 Not_Null percentage ROW 2513: has 0 Null_Percentage and 100 Not_Null percentage ROW 2514: has 3 Null_Percentage and 96 Not_Null percentage ROW 2515: has 0 Null_Percentage and 100 Not_Null percentage ROW 2516: has 0 Null_Percentage and 100 Not_Null percentage ROW 2517: has 0 Null_Percentage and 100 Not_Null percentage ROW 2518: has 0 Null_Percentage and 100 Not_Null percentage ROW 2519: has 3 Null_Percentage and 96 Not_Null percentage ROW 2520: has 0 Null_Percentage and 100 Not_Null percentage ROW 2521: has 3 Null_Percentage and 96 Not_Null percentage ROW 2522: has 0 Null_Percentage and 100 Not_Null percentage ROW 2523: has 0 Null_Percentage and 100 Not_Null percentage ROW 2524: has 0 Null_Percentage and 100 Not_Null percentage ROW 2525: has 0 Null_Percentage and 100 Not_Null percentage ROW 2526: has 3 Null_Percentage and 96 Not_Null percentage ROW 2527: has 0 Null_Percentage and 100 Not_Null percentage ROW 2528: has 7 Null_Percentage and 92 Not_Null percentage ROW 2529: has 3 Null_Percentage and 96 Not_Null percentage ROW 2530: has 0 Null_Percentage and 100 Not_Null percentage ROW 2531: has 0 Null_Percentage and 100 Not_Null percentage ROW 2532: has 0 Null_Percentage and 100 Not_Null percentage ROW 2533: has 0 Null_Percentage and 100 Not_Null percentage ROW 2534: has 0 Null_Percentage and 100 Not_Null percentage ROW 2535: has 0 Null_Percentage and 100 Not_Null percentage ROW 2536: has 0 Null_Percentage and 100 Not_Null percentage ROW 2537: has 0 Null_Percentage and 100 Not_Null percentage ROW 2538: has 0 Null_Percentage and 100 Not_Null percentage ROW 2539: has 0 Null_Percentage and 100 Not_Null percentage ROW 2540: has 0 Null_Percentage and 100 Not_Null percentage ROW 2541: has 0 Null_Percentage and 100 Not_Null percentage ROW 2542: has 0 Null_Percentage and 100 Not_Null percentage ROW 2543: has 0 Null_Percentage and 100 Not_Null percentage ROW 2544: has 0 Null_Percentage and 100 Not_Null percentage ROW 2545: has 0 Null_Percentage and 100 Not_Null percentage ROW 2546: has 0 Null_Percentage and 100 Not_Null percentage ROW 2547: has 0 Null_Percentage and 100 Not_Null percentage ROW 2548: has 0 Null_Percentage and 100 Not_Null percentage ROW 2549: has 0 Null_Percentage and 100 Not_Null percentage ROW 2550: has 0 Null_Percentage and 100 Not_Null percentage ROW 2551: has 0 Null_Percentage and 100 Not_Null percentage ROW 2552: has 25 Null_Percentage and 75 Not_Null percentage ROW 2553: has 0 Null_Percentage and 100 Not_Null percentage ROW 2554: has 0 Null_Percentage and 100 Not_Null percentage ROW 2555: has 0 Null_Percentage and 100 Not_Null percentage ROW 2556: has 0 Null_Percentage and 100 Not_Null percentage ROW 2557: has 0 Null_Percentage and 100 Not_Null percentage ROW 2558: has 0 Null_Percentage and 100 Not_Null percentage ROW 2559: has 0 Null_Percentage and 100 Not_Null percentage ROW 2560: has 0 Null_Percentage and 100 Not_Null percentage ROW 2561: has 7 Null_Percentage and 92 Not_Null percentage ROW 2562: has 3 Null_Percentage and 96 Not_Null percentage ROW 2563: has 0 Null_Percentage and 100 Not_Null percentage ROW 2564: has 0 Null_Percentage and 100 Not_Null percentage ROW 2565: has 0 Null_Percentage and 100 Not_Null percentage ROW 2566: has 0 Null_Percentage and 100 Not_Null percentage ROW 2567: has 0 Null_Percentage and 100 Not_Null percentage ROW 2568: has 0 Null_Percentage and 100 Not_Null percentage ROW 2569: has 0 Null_Percentage and 100 Not_Null percentage ROW 2570: has 0 Null_Percentage and 100 Not_Null percentage ROW 2571: has 0 Null_Percentage and 100 Not_Null percentage ROW 2572: has 0 Null_Percentage and 100 Not_Null percentage ROW 2573: has 0 Null_Percentage and 100 Not_Null percentage ROW 2574: has 3 Null_Percentage and 96 Not_Null percentage ROW 2575: has 3 Null_Percentage and 96 Not_Null percentage ROW 2576: has 0 Null_Percentage and 100 Not_Null percentage ROW 2577: has 0 Null_Percentage and 100 Not_Null percentage ROW 2578: has 0 Null_Percentage and 100 Not_Null percentage ROW 2579: has 0 Null_Percentage and 100 Not_Null percentage ROW 2580: has 0 Null_Percentage and 100 Not_Null percentage ROW 2581: has 0 Null_Percentage and 100 Not_Null percentage ROW 2582: has 0 Null_Percentage and 100 Not_Null percentage ROW 2583: has 0 Null_Percentage and 100 Not_Null percentage ROW 2584: has 0 Null_Percentage and 100 Not_Null percentage ROW 2585: has 0 Null_Percentage and 100 Not_Null percentage ROW 2586: has 7 Null_Percentage and 92 Not_Null percentage ROW 2587: has 0 Null_Percentage and 100 Not_Null percentage ROW 2588: has 0 Null_Percentage and 100 Not_Null percentage ROW 2589: has 0 Null_Percentage and 100 Not_Null percentage ROW 2590: has 3 Null_Percentage and 96 Not_Null percentage ROW 2591: has 3 Null_Percentage and 96 Not_Null percentage ROW 2592: has 0 Null_Percentage and 100 Not_Null percentage ROW 2593: has 0 Null_Percentage and 100 Not_Null percentage ROW 2594: has 14 Null_Percentage and 85 Not_Null percentage ROW 2595: has 3 Null_Percentage and 96 Not_Null percentage ROW 2596: has 3 Null_Percentage and 96 Not_Null percentage ROW 2597: has 0 Null_Percentage and 100 Not_Null percentage ROW 2598: has 0 Null_Percentage and 100 Not_Null percentage ROW 2599: has 0 Null_Percentage and 100 Not_Null percentage ROW 2600: has 0 Null_Percentage and 100 Not_Null percentage ROW 2601: has 0 Null_Percentage and 100 Not_Null percentage ROW 2602: has 0 Null_Percentage and 100 Not_Null percentage ROW 2603: has 0 Null_Percentage and 100 Not_Null percentage ROW 2604: has 0 Null_Percentage and 100 Not_Null percentage ROW 2605: has 0 Null_Percentage and 100 Not_Null percentage ROW 2606: has 0 Null_Percentage and 100 Not_Null percentage ROW 2607: has 0 Null_Percentage and 100 Not_Null percentage ROW 2608: has 0 Null_Percentage and 100 Not_Null percentage ROW 2609: has 17 Null_Percentage and 82 Not_Null percentage ROW 2610: has 0 Null_Percentage and 100 Not_Null percentage ROW 2611: has 0 Null_Percentage and 100 Not_Null percentage ROW 2612: has 7 Null_Percentage and 92 Not_Null percentage ROW 2613: has 3 Null_Percentage and 96 Not_Null percentage ROW 2614: has 0 Null_Percentage and 100 Not_Null percentage ROW 2615: has 0 Null_Percentage and 100 Not_Null percentage ROW 2616: has 3 Null_Percentage and 96 Not_Null percentage ROW 2617: has 0 Null_Percentage and 100 Not_Null percentage ROW 2618: has 0 Null_Percentage and 100 Not_Null percentage ROW 2619: has 0 Null_Percentage and 100 Not_Null percentage ROW 2620: has 0 Null_Percentage and 100 Not_Null percentage ROW 2621: has 0 Null_Percentage and 100 Not_Null percentage ROW 2622: has 0 Null_Percentage and 100 Not_Null percentage ROW 2623: has 0 Null_Percentage and 100 Not_Null percentage ROW 2624: has 0 Null_Percentage and 100 Not_Null percentage ROW 2625: has 0 Null_Percentage and 100 Not_Null percentage ROW 2626: has 0 Null_Percentage and 100 Not_Null percentage ROW 2627: has 0 Null_Percentage and 100 Not_Null percentage ROW 2628: has 0 Null_Percentage and 100 Not_Null percentage ROW 2629: has 3 Null_Percentage and 96 Not_Null percentage ROW 2630: has 0 Null_Percentage and 100 Not_Null percentage ROW 2631: has 0 Null_Percentage and 100 Not_Null percentage ROW 2632: has 0 Null_Percentage and 100 Not_Null percentage ROW 2633: has 0 Null_Percentage and 100 Not_Null percentage ROW 2634: has 0 Null_Percentage and 100 Not_Null percentage ROW 2635: has 3 Null_Percentage and 96 Not_Null percentage ROW 2636: has 0 Null_Percentage and 100 Not_Null percentage ROW 2637: has 0 Null_Percentage and 100 Not_Null percentage ROW 2638: has 0 Null_Percentage and 100 Not_Null percentage ROW 2639: has 0 Null_Percentage and 100 Not_Null percentage ROW 2640: has 0 Null_Percentage and 100 Not_Null percentage ROW 2641: has 0 Null_Percentage and 100 Not_Null percentage ROW 2642: has 0 Null_Percentage and 100 Not_Null percentage ROW 2643: has 0 Null_Percentage and 100 Not_Null percentage ROW 2644: has 0 Null_Percentage and 100 Not_Null percentage ROW 2645: has 0 Null_Percentage and 100 Not_Null percentage ROW 2646: has 0 Null_Percentage and 100 Not_Null percentage ROW 2647: has 0 Null_Percentage and 100 Not_Null percentage ROW 2648: has 0 Null_Percentage and 100 Not_Null percentage ROW 2649: has 0 Null_Percentage and 100 Not_Null percentage ROW 2650: has 0 Null_Percentage and 100 Not_Null percentage ROW 2651: has 0 Null_Percentage and 100 Not_Null percentage ROW 2652: has 0 Null_Percentage and 100 Not_Null percentage ROW 2653: has 0 Null_Percentage and 100 Not_Null percentage ROW 2654: has 0 Null_Percentage and 100 Not_Null percentage ROW 2655: has 0 Null_Percentage and 100 Not_Null percentage ROW 2656: has 0 Null_Percentage and 100 Not_Null percentage ROW 2657: has 0 Null_Percentage and 100 Not_Null percentage ROW 2658: has 0 Null_Percentage and 100 Not_Null percentage ROW 2659: has 0 Null_Percentage and 100 Not_Null percentage ROW 2660: has 0 Null_Percentage and 100 Not_Null percentage ROW 2661: has 0 Null_Percentage and 100 Not_Null percentage ROW 2662: has 0 Null_Percentage and 100 Not_Null percentage ROW 2663: has 0 Null_Percentage and 100 Not_Null percentage ROW 2664: has 0 Null_Percentage and 100 Not_Null percentage ROW 2665: has 0 Null_Percentage and 100 Not_Null percentage ROW 2666: has 0 Null_Percentage and 100 Not_Null percentage ROW 2667: has 0 Null_Percentage and 100 Not_Null percentage ROW 2668: has 0 Null_Percentage and 100 Not_Null percentage ROW 2669: has 0 Null_Percentage and 100 Not_Null percentage ROW 2670: has 0 Null_Percentage and 100 Not_Null percentage ROW 2671: has 0 Null_Percentage and 100 Not_Null percentage ROW 2672: has 0 Null_Percentage and 100 Not_Null percentage ROW 2673: has 0 Null_Percentage and 100 Not_Null percentage ROW 2674: has 0 Null_Percentage and 100 Not_Null percentage ROW 2675: has 0 Null_Percentage and 100 Not_Null percentage ROW 2676: has 0 Null_Percentage and 100 Not_Null percentage ROW 2677: has 0 Null_Percentage and 100 Not_Null percentage ROW 2678: has 0 Null_Percentage and 100 Not_Null percentage ROW 2679: has 0 Null_Percentage and 100 Not_Null percentage ROW 2680: has 0 Null_Percentage and 100 Not_Null percentage ROW 2681: has 0 Null_Percentage and 100 Not_Null percentage ROW 2682: has 0 Null_Percentage and 100 Not_Null percentage ROW 2683: has 0 Null_Percentage and 100 Not_Null percentage ROW 2684: has 0 Null_Percentage and 100 Not_Null percentage ROW 2685: has 0 Null_Percentage and 100 Not_Null percentage ROW 2686: has 3 Null_Percentage and 96 Not_Null percentage ROW 2687: has 0 Null_Percentage and 100 Not_Null percentage ROW 2688: has 0 Null_Percentage and 100 Not_Null percentage ROW 2689: has 0 Null_Percentage and 100 Not_Null percentage ROW 2690: has 0 Null_Percentage and 100 Not_Null percentage ROW 2691: has 3 Null_Percentage and 96 Not_Null percentage ROW 2692: has 0 Null_Percentage and 100 Not_Null percentage ROW 2693: has 0 Null_Percentage and 100 Not_Null percentage ROW 2694: has 0 Null_Percentage and 100 Not_Null percentage ROW 2695: has 0 Null_Percentage and 100 Not_Null percentage ROW 2696: has 0 Null_Percentage and 100 Not_Null percentage ROW 2697: has 0 Null_Percentage and 100 Not_Null percentage ROW 2698: has 0 Null_Percentage and 100 Not_Null percentage ROW 2699: has 0 Null_Percentage and 100 Not_Null percentage ROW 2700: has 0 Null_Percentage and 100 Not_Null percentage ROW 2701: has 0 Null_Percentage and 100 Not_Null percentage ROW 2702: has 21 Null_Percentage and 78 Not_Null percentage ROW 2703: has 0 Null_Percentage and 100 Not_Null percentage ROW 2704: has 0 Null_Percentage and 100 Not_Null percentage ROW 2705: has 0 Null_Percentage and 100 Not_Null percentage ROW 2706: has 0 Null_Percentage and 100 Not_Null percentage ROW 2707: has 0 Null_Percentage and 100 Not_Null percentage ROW 2708: has 0 Null_Percentage and 100 Not_Null percentage ROW 2709: has 0 Null_Percentage and 100 Not_Null percentage ROW 2710: has 10 Null_Percentage and 89 Not_Null percentage ROW 2711: has 0 Null_Percentage and 100 Not_Null percentage ROW 2712: has 0 Null_Percentage and 100 Not_Null percentage ROW 2713: has 0 Null_Percentage and 100 Not_Null percentage ROW 2714: has 0 Null_Percentage and 100 Not_Null percentage ROW 2715: has 0 Null_Percentage and 100 Not_Null percentage ROW 2716: has 0 Null_Percentage and 100 Not_Null percentage ROW 2717: has 0 Null_Percentage and 100 Not_Null percentage ROW 2718: has 0 Null_Percentage and 100 Not_Null percentage ROW 2719: has 0 Null_Percentage and 100 Not_Null percentage ROW 2720: has 0 Null_Percentage and 100 Not_Null percentage ROW 2721: has 0 Null_Percentage and 100 Not_Null percentage ROW 2722: has 0 Null_Percentage and 100 Not_Null percentage ROW 2723: has 0 Null_Percentage and 100 Not_Null percentage ROW 2724: has 3 Null_Percentage and 96 Not_Null percentage ROW 2725: has 0 Null_Percentage and 100 Not_Null percentage ROW 2726: has 0 Null_Percentage and 100 Not_Null percentage ROW 2727: has 21 Null_Percentage and 78 Not_Null percentage ROW 2728: has 0 Null_Percentage and 100 Not_Null percentage ROW 2729: has 0 Null_Percentage and 100 Not_Null percentage ROW 2730: has 0 Null_Percentage and 100 Not_Null percentage ROW 2731: has 0 Null_Percentage and 100 Not_Null percentage ROW 2732: has 10 Null_Percentage and 89 Not_Null percentage ROW 2733: has 3 Null_Percentage and 96 Not_Null percentage ROW 2734: has 0 Null_Percentage and 100 Not_Null percentage ROW 2735: has 0 Null_Percentage and 100 Not_Null percentage ROW 2736: has 0 Null_Percentage and 100 Not_Null percentage ROW 2737: has 0 Null_Percentage and 100 Not_Null percentage ROW 2738: has 0 Null_Percentage and 100 Not_Null percentage ROW 2739: has 3 Null_Percentage and 96 Not_Null percentage ROW 2740: has 0 Null_Percentage and 100 Not_Null percentage ROW 2741: has 3 Null_Percentage and 96 Not_Null percentage ROW 2742: has 3 Null_Percentage and 96 Not_Null percentage ROW 2743: has 0 Null_Percentage and 100 Not_Null percentage ROW 2744: has 7 Null_Percentage and 92 Not_Null percentage ROW 2745: has 0 Null_Percentage and 100 Not_Null percentage ROW 2746: has 0 Null_Percentage and 100 Not_Null percentage ROW 2747: has 0 Null_Percentage and 100 Not_Null percentage ROW 2748: has 7 Null_Percentage and 92 Not_Null percentage ROW 2749: has 7 Null_Percentage and 92 Not_Null percentage ROW 2750: has 3 Null_Percentage and 96 Not_Null percentage ROW 2751: has 3 Null_Percentage and 96 Not_Null percentage ROW 2752: has 14 Null_Percentage and 85 Not_Null percentage ROW 2753: has 7 Null_Percentage and 92 Not_Null percentage ROW 2754: has 7 Null_Percentage and 92 Not_Null percentage ROW 2755: has 0 Null_Percentage and 100 Not_Null percentage ROW 2756: has 0 Null_Percentage and 100 Not_Null percentage ROW 2757: has 0 Null_Percentage and 100 Not_Null percentage ROW 2758: has 0 Null_Percentage and 100 Not_Null percentage ROW 2759: has 7 Null_Percentage and 92 Not_Null percentage ROW 2760: has 0 Null_Percentage and 100 Not_Null percentage ROW 2761: has 0 Null_Percentage and 100 Not_Null percentage ROW 2762: has 0 Null_Percentage and 100 Not_Null percentage ROW 2763: has 0 Null_Percentage and 100 Not_Null percentage ROW 2764: has 0 Null_Percentage and 100 Not_Null percentage ROW 2765: has 25 Null_Percentage and 75 Not_Null percentage ROW 2766: has 0 Null_Percentage and 100 Not_Null percentage ROW 2767: has 7 Null_Percentage and 92 Not_Null percentage ROW 2768: has 0 Null_Percentage and 100 Not_Null percentage ROW 2769: has 0 Null_Percentage and 100 Not_Null percentage ROW 2770: has 0 Null_Percentage and 100 Not_Null percentage ROW 2771: has 0 Null_Percentage and 100 Not_Null percentage ROW 2772: has 3 Null_Percentage and 96 Not_Null percentage ROW 2773: has 0 Null_Percentage and 100 Not_Null percentage ROW 2774: has 0 Null_Percentage and 100 Not_Null percentage ROW 2775: has 25 Null_Percentage and 75 Not_Null percentage ROW 2776: has 0 Null_Percentage and 100 Not_Null percentage ROW 2777: has 0 Null_Percentage and 100 Not_Null percentage ROW 2778: has 3 Null_Percentage and 96 Not_Null percentage ROW 2779: has 0 Null_Percentage and 100 Not_Null percentage ROW 2780: has 0 Null_Percentage and 100 Not_Null percentage ROW 2781: has 0 Null_Percentage and 100 Not_Null percentage ROW 2782: has 0 Null_Percentage and 100 Not_Null percentage ROW 2783: has 0 Null_Percentage and 100 Not_Null percentage ROW 2784: has 0 Null_Percentage and 100 Not_Null percentage ROW 2785: has 0 Null_Percentage and 100 Not_Null percentage ROW 2786: has 3 Null_Percentage and 96 Not_Null percentage ROW 2787: has 0 Null_Percentage and 100 Not_Null percentage ROW 2788: has 0 Null_Percentage and 100 Not_Null percentage ROW 2789: has 0 Null_Percentage and 100 Not_Null percentage ROW 2790: has 0 Null_Percentage and 100 Not_Null percentage ROW 2791: has 0 Null_Percentage and 100 Not_Null percentage ROW 2792: has 0 Null_Percentage and 100 Not_Null percentage ROW 2793: has 0 Null_Percentage and 100 Not_Null percentage ROW 2794: has 3 Null_Percentage and 96 Not_Null percentage ROW 2795: has 0 Null_Percentage and 100 Not_Null percentage ROW 2796: has 3 Null_Percentage and 96 Not_Null percentage ROW 2797: has 0 Null_Percentage and 100 Not_Null percentage ROW 2798: has 0 Null_Percentage and 100 Not_Null percentage ROW 2799: has 0 Null_Percentage and 100 Not_Null percentage ROW 2800: has 0 Null_Percentage and 100 Not_Null percentage ROW 2801: has 0 Null_Percentage and 100 Not_Null percentage ROW 2802: has 3 Null_Percentage and 96 Not_Null percentage ROW 2803: has 0 Null_Percentage and 100 Not_Null percentage ROW 2804: has 0 Null_Percentage and 100 Not_Null percentage ROW 2805: has 0 Null_Percentage and 100 Not_Null percentage ROW 2806: has 0 Null_Percentage and 100 Not_Null percentage ROW 2807: has 0 Null_Percentage and 100 Not_Null percentage ROW 2808: has 0 Null_Percentage and 100 Not_Null percentage ROW 2809: has 3 Null_Percentage and 96 Not_Null percentage ROW 2810: has 0 Null_Percentage and 100 Not_Null percentage ROW 2811: has 0 Null_Percentage and 100 Not_Null percentage ROW 2812: has 3 Null_Percentage and 96 Not_Null percentage ROW 2813: has 0 Null_Percentage and 100 Not_Null percentage ROW 2814: has 3 Null_Percentage and 96 Not_Null percentage ROW 2815: has 0 Null_Percentage and 100 Not_Null percentage ROW 2816: has 0 Null_Percentage and 100 Not_Null percentage ROW 2817: has 7 Null_Percentage and 92 Not_Null percentage ROW 2818: has 0 Null_Percentage and 100 Not_Null percentage ROW 2819: has 0 Null_Percentage and 100 Not_Null percentage ROW 2820: has 0 Null_Percentage and 100 Not_Null percentage ROW 2821: has 0 Null_Percentage and 100 Not_Null percentage ROW 2822: has 0 Null_Percentage and 100 Not_Null percentage ROW 2823: has 0 Null_Percentage and 100 Not_Null percentage ROW 2824: has 14 Null_Percentage and 85 Not_Null percentage ROW 2825: has 0 Null_Percentage and 100 Not_Null percentage ROW 2826: has 0 Null_Percentage and 100 Not_Null percentage ROW 2827: has 3 Null_Percentage and 96 Not_Null percentage ROW 2828: has 28 Null_Percentage and 71 Not_Null percentage ROW 2829: has 0 Null_Percentage and 100 Not_Null percentage ROW 2830: has 0 Null_Percentage and 100 Not_Null percentage ROW 2831: has 3 Null_Percentage and 96 Not_Null percentage ROW 2832: has 0 Null_Percentage and 100 Not_Null percentage ROW 2833: has 0 Null_Percentage and 100 Not_Null percentage ROW 2834: has 0 Null_Percentage and 100 Not_Null percentage ROW 2835: has 0 Null_Percentage and 100 Not_Null percentage ROW 2836: has 0 Null_Percentage and 100 Not_Null percentage ROW 2837: has 0 Null_Percentage and 100 Not_Null percentage ROW 2838: has 0 Null_Percentage and 100 Not_Null percentage ROW 2839: has 0 Null_Percentage and 100 Not_Null percentage ROW 2840: has 0 Null_Percentage and 100 Not_Null percentage ROW 2841: has 0 Null_Percentage and 100 Not_Null percentage ROW 2842: has 0 Null_Percentage and 100 Not_Null percentage ROW 2843: has 0 Null_Percentage and 100 Not_Null percentage ROW 2844: has 0 Null_Percentage and 100 Not_Null percentage ROW 2845: has 0 Null_Percentage and 100 Not_Null percentage ROW 2846: has 0 Null_Percentage and 100 Not_Null percentage ROW 2847: has 0 Null_Percentage and 100 Not_Null percentage ROW 2848: has 0 Null_Percentage and 100 Not_Null percentage ROW 2849: has 0 Null_Percentage and 100 Not_Null percentage ROW 2850: has 0 Null_Percentage and 100 Not_Null percentage ROW 2851: has 0 Null_Percentage and 100 Not_Null percentage ROW 2852: has 0 Null_Percentage and 100 Not_Null percentage ROW 2853: has 0 Null_Percentage and 100 Not_Null percentage ROW 2854: has 0 Null_Percentage and 100 Not_Null percentage ROW 2855: has 0 Null_Percentage and 100 Not_Null percentage ROW 2856: has 0 Null_Percentage and 100 Not_Null percentage ROW 2857: has 0 Null_Percentage and 100 Not_Null percentage ROW 2858: has 0 Null_Percentage and 100 Not_Null percentage ROW 2859: has 0 Null_Percentage and 100 Not_Null percentage ROW 2860: has 0 Null_Percentage and 100 Not_Null percentage ROW 2861: has 0 Null_Percentage and 100 Not_Null percentage ROW 2862: has 0 Null_Percentage and 100 Not_Null percentage ROW 2863: has 0 Null_Percentage and 100 Not_Null percentage ROW 2864: has 0 Null_Percentage and 100 Not_Null percentage ROW 2865: has 3 Null_Percentage and 96 Not_Null percentage ROW 2866: has 0 Null_Percentage and 100 Not_Null percentage ROW 2867: has 0 Null_Percentage and 100 Not_Null percentage ROW 2868: has 0 Null_Percentage and 100 Not_Null percentage ROW 2869: has 0 Null_Percentage and 100 Not_Null percentage ROW 2870: has 28 Null_Percentage and 71 Not_Null percentage ROW 2871: has 0 Null_Percentage and 100 Not_Null percentage ROW 2872: has 0 Null_Percentage and 100 Not_Null percentage ROW 2873: has 0 Null_Percentage and 100 Not_Null percentage ROW 2874: has 0 Null_Percentage and 100 Not_Null percentage ROW 2875: has 0 Null_Percentage and 100 Not_Null percentage ROW 2876: has 0 Null_Percentage and 100 Not_Null percentage ROW 2877: has 0 Null_Percentage and 100 Not_Null percentage ROW 2878: has 0 Null_Percentage and 100 Not_Null percentage ROW 2879: has 0 Null_Percentage and 100 Not_Null percentage ROW 2880: has 0 Null_Percentage and 100 Not_Null percentage ROW 2881: has 0 Null_Percentage and 100 Not_Null percentage ROW 2882: has 0 Null_Percentage and 100 Not_Null percentage ROW 2883: has 0 Null_Percentage and 100 Not_Null percentage ROW 2884: has 0 Null_Percentage and 100 Not_Null percentage ROW 2885: has 0 Null_Percentage and 100 Not_Null percentage ROW 2886: has 0 Null_Percentage and 100 Not_Null percentage ROW 2887: has 0 Null_Percentage and 100 Not_Null percentage ROW 2888: has 0 Null_Percentage and 100 Not_Null percentage ROW 2889: has 0 Null_Percentage and 100 Not_Null percentage ROW 2890: has 0 Null_Percentage and 100 Not_Null percentage ROW 2891: has 0 Null_Percentage and 100 Not_Null percentage ROW 2892: has 10 Null_Percentage and 89 Not_Null percentage ROW 2893: has 0 Null_Percentage and 100 Not_Null percentage ROW 2894: has 0 Null_Percentage and 100 Not_Null percentage ROW 2895: has 3 Null_Percentage and 96 Not_Null percentage ROW 2896: has 0 Null_Percentage and 100 Not_Null percentage ROW 2897: has 0 Null_Percentage and 100 Not_Null percentage ROW 2898: has 0 Null_Percentage and 100 Not_Null percentage ROW 2899: has 3 Null_Percentage and 96 Not_Null percentage ROW 2900: has 0 Null_Percentage and 100 Not_Null percentage ROW 2901: has 0 Null_Percentage and 100 Not_Null percentage ROW 2902: has 3 Null_Percentage and 96 Not_Null percentage ROW 2903: has 0 Null_Percentage and 100 Not_Null percentage ROW 2904: has 7 Null_Percentage and 92 Not_Null percentage ROW 2905: has 0 Null_Percentage and 100 Not_Null percentage ROW 2906: has 0 Null_Percentage and 100 Not_Null percentage ROW 2907: has 0 Null_Percentage and 100 Not_Null percentage ROW 2908: has 0 Null_Percentage and 100 Not_Null percentage ROW 2909: has 0 Null_Percentage and 100 Not_Null percentage ROW 2910: has 0 Null_Percentage and 100 Not_Null percentage ROW 2911: has 0 Null_Percentage and 100 Not_Null percentage ROW 2912: has 0 Null_Percentage and 100 Not_Null percentage ROW 2913: has 0 Null_Percentage and 100 Not_Null percentage ROW 2914: has 0 Null_Percentage and 100 Not_Null percentage ROW 2915: has 0 Null_Percentage and 100 Not_Null percentage ROW 2916: has 0 Null_Percentage and 100 Not_Null percentage ROW 2917: has 0 Null_Percentage and 100 Not_Null percentage ROW 2918: has 0 Null_Percentage and 100 Not_Null percentage ROW 2919: has 0 Null_Percentage and 100 Not_Null percentage ROW 2920: has 0 Null_Percentage and 100 Not_Null percentage ROW 2921: has 0 Null_Percentage and 100 Not_Null percentage ROW 2922: has 0 Null_Percentage and 100 Not_Null percentage ROW 2923: has 0 Null_Percentage and 100 Not_Null percentage ROW 2924: has 0 Null_Percentage and 100 Not_Null percentage ROW 2925: has 0 Null_Percentage and 100 Not_Null percentage ROW 2926: has 0 Null_Percentage and 100 Not_Null percentage ROW 2927: has 0 Null_Percentage and 100 Not_Null percentage ROW 2928: has 0 Null_Percentage and 100 Not_Null percentage ROW 2929: has 0 Null_Percentage and 100 Not_Null percentage ROW 2930: has 0 Null_Percentage and 100 Not_Null percentage ROW 2931: has 0 Null_Percentage and 100 Not_Null percentage ROW 2932: has 0 Null_Percentage and 100 Not_Null percentage ROW 2933: has 0 Null_Percentage and 100 Not_Null percentage ROW 2934: has 0 Null_Percentage and 100 Not_Null percentage ROW 2935: has 0 Null_Percentage and 100 Not_Null percentage ROW 2936: has 0 Null_Percentage and 100 Not_Null percentage ROW 2937: has 3 Null_Percentage and 96 Not_Null percentage ROW 2938: has 0 Null_Percentage and 100 Not_Null percentage ROW 2939: has 0 Null_Percentage and 100 Not_Null percentage ROW 2940: has 0 Null_Percentage and 100 Not_Null percentage ROW 2941: has 0 Null_Percentage and 100 Not_Null percentage ROW 2942: has 0 Null_Percentage and 100 Not_Null percentage ROW 2943: has 0 Null_Percentage and 100 Not_Null percentage ROW 2944: has 0 Null_Percentage and 100 Not_Null percentage ROW 2945: has 0 Null_Percentage and 100 Not_Null percentage ROW 2946: has 0 Null_Percentage and 100 Not_Null percentage ROW 2947: has 0 Null_Percentage and 100 Not_Null percentage ROW 2948: has 0 Null_Percentage and 100 Not_Null percentage ROW 2949: has 0 Null_Percentage and 100 Not_Null percentage ROW 2950: has 3 Null_Percentage and 96 Not_Null percentage ROW 2951: has 0 Null_Percentage and 100 Not_Null percentage ROW 2952: has 17 Null_Percentage and 82 Not_Null percentage ROW 2953: has 0 Null_Percentage and 100 Not_Null percentage ROW 2954: has 0 Null_Percentage and 100 Not_Null percentage ROW 2955: has 3 Null_Percentage and 96 Not_Null percentage ROW 2956: has 0 Null_Percentage and 100 Not_Null percentage ROW 2957: has 0 Null_Percentage and 100 Not_Null percentage ROW 2958: has 3 Null_Percentage and 96 Not_Null percentage ROW 2959: has 0 Null_Percentage and 100 Not_Null percentage ROW 2960: has 0 Null_Percentage and 100 Not_Null percentage ROW 2961: has 0 Null_Percentage and 100 Not_Null percentage ROW 2962: has 0 Null_Percentage and 100 Not_Null percentage ROW 2963: has 0 Null_Percentage and 100 Not_Null percentage ROW 2964: has 3 Null_Percentage and 96 Not_Null percentage ROW 2965: has 0 Null_Percentage and 100 Not_Null percentage ROW 2966: has 3 Null_Percentage and 96 Not_Null percentage ROW 2967: has 3 Null_Percentage and 96 Not_Null percentage ROW 2968: has 3 Null_Percentage and 96 Not_Null percentage ROW 2969: has 3 Null_Percentage and 96 Not_Null percentage ROW 2970: has 0 Null_Percentage and 100 Not_Null percentage ROW 2971: has 0 Null_Percentage and 100 Not_Null percentage ROW 2972: has 0 Null_Percentage and 100 Not_Null percentage ROW 2973: has 0 Null_Percentage and 100 Not_Null percentage ROW 2974: has 0 Null_Percentage and 100 Not_Null percentage ROW 2975: has 0 Null_Percentage and 100 Not_Null percentage ROW 2976: has 0 Null_Percentage and 100 Not_Null percentage ROW 2977: has 0 Null_Percentage and 100 Not_Null percentage ROW 2978: has 0 Null_Percentage and 100 Not_Null percentage ROW 2979: has 0 Null_Percentage and 100 Not_Null percentage ROW 2980: has 0 Null_Percentage and 100 Not_Null percentage ROW 2981: has 0 Null_Percentage and 100 Not_Null percentage ROW 2982: has 0 Null_Percentage and 100 Not_Null percentage ROW 2983: has 0 Null_Percentage and 100 Not_Null percentage ROW 2984: has 0 Null_Percentage and 100 Not_Null percentage ROW 2985: has 0 Null_Percentage and 100 Not_Null percentage ROW 2986: has 0 Null_Percentage and 100 Not_Null percentage ROW 2987: has 0 Null_Percentage and 100 Not_Null percentage ROW 2988: has 0 Null_Percentage and 100 Not_Null percentage ROW 2989: has 3 Null_Percentage and 96 Not_Null percentage ROW 2990: has 0 Null_Percentage and 100 Not_Null percentage ROW 2991: has 0 Null_Percentage and 100 Not_Null percentage ROW 2992: has 0 Null_Percentage and 100 Not_Null percentage ROW 2993: has 0 Null_Percentage and 100 Not_Null percentage ROW 2994: has 0 Null_Percentage and 100 Not_Null percentage ROW 2995: has 0 Null_Percentage and 100 Not_Null percentage ROW 2996: has 0 Null_Percentage and 100 Not_Null percentage ROW 2997: has 0 Null_Percentage and 100 Not_Null percentage ROW 2998: has 0 Null_Percentage and 100 Not_Null percentage ROW 2999: has 0 Null_Percentage and 100 Not_Null percentage ROW 3000: has 0 Null_Percentage and 100 Not_Null percentage ROW 3001: has 0 Null_Percentage and 100 Not_Null percentage ROW 3002: has 0 Null_Percentage and 100 Not_Null percentage ROW 3003: has 3 Null_Percentage and 96 Not_Null percentage ROW 3004: has 0 Null_Percentage and 100 Not_Null percentage ROW 3005: has 0 Null_Percentage and 100 Not_Null percentage ROW 3006: has 0 Null_Percentage and 100 Not_Null percentage ROW 3007: has 3 Null_Percentage and 96 Not_Null percentage ROW 3008: has 3 Null_Percentage and 96 Not_Null percentage ROW 3009: has 0 Null_Percentage and 100 Not_Null percentage ROW 3010: has 0 Null_Percentage and 100 Not_Null percentage ROW 3011: has 10 Null_Percentage and 89 Not_Null percentage ROW 3012: has 3 Null_Percentage and 96 Not_Null percentage ROW 3013: has 0 Null_Percentage and 100 Not_Null percentage ROW 3014: has 3 Null_Percentage and 96 Not_Null percentage ROW 3015: has 3 Null_Percentage and 96 Not_Null percentage ROW 3016: has 3 Null_Percentage and 96 Not_Null percentage ROW 3017: has 0 Null_Percentage and 100 Not_Null percentage ROW 3018: has 10 Null_Percentage and 89 Not_Null percentage ROW 3019: has 0 Null_Percentage and 100 Not_Null percentage ROW 3020: has 3 Null_Percentage and 96 Not_Null percentage ROW 3021: has 3 Null_Percentage and 96 Not_Null percentage ROW 3022: has 10 Null_Percentage and 89 Not_Null percentage ROW 3023: has 0 Null_Percentage and 100 Not_Null percentage ROW 3024: has 0 Null_Percentage and 100 Not_Null percentage ROW 3025: has 0 Null_Percentage and 100 Not_Null percentage ROW 3026: has 0 Null_Percentage and 100 Not_Null percentage ROW 3027: has 3 Null_Percentage and 96 Not_Null percentage ROW 3028: has 0 Null_Percentage and 100 Not_Null percentage ROW 3029: has 0 Null_Percentage and 100 Not_Null percentage ROW 3030: has 3 Null_Percentage and 96 Not_Null percentage ROW 3031: has 0 Null_Percentage and 100 Not_Null percentage ROW 3032: has 0 Null_Percentage and 100 Not_Null percentage ROW 3033: has 10 Null_Percentage and 89 Not_Null percentage ROW 3034: has 0 Null_Percentage and 100 Not_Null percentage ROW 3035: has 3 Null_Percentage and 96 Not_Null percentage ROW 3036: has 0 Null_Percentage and 100 Not_Null percentage ROW 3037: has 0 Null_Percentage and 100 Not_Null percentage ROW 3038: has 0 Null_Percentage and 100 Not_Null percentage ROW 3039: has 0 Null_Percentage and 100 Not_Null percentage ROW 3040: has 0 Null_Percentage and 100 Not_Null percentage ROW 3041: has 3 Null_Percentage and 96 Not_Null percentage ROW 3042: has 0 Null_Percentage and 100 Not_Null percentage ROW 3043: has 0 Null_Percentage and 100 Not_Null percentage ROW 3044: has 0 Null_Percentage and 100 Not_Null percentage ROW 3045: has 3 Null_Percentage and 96 Not_Null percentage ROW 3046: has 0 Null_Percentage and 100 Not_Null percentage ROW 3047: has 0 Null_Percentage and 100 Not_Null percentage ROW 3048: has 3 Null_Percentage and 96 Not_Null percentage ROW 3049: has 0 Null_Percentage and 100 Not_Null percentage ROW 3050: has 0 Null_Percentage and 100 Not_Null percentage ROW 3051: has 0 Null_Percentage and 100 Not_Null percentage ROW 3052: has 0 Null_Percentage and 100 Not_Null percentage ROW 3053: has 0 Null_Percentage and 100 Not_Null percentage ROW 3054: has 0 Null_Percentage and 100 Not_Null percentage ROW 3055: has 0 Null_Percentage and 100 Not_Null percentage ROW 3056: has 0 Null_Percentage and 100 Not_Null percentage ROW 3057: has 0 Null_Percentage and 100 Not_Null percentage ROW 3058: has 0 Null_Percentage and 100 Not_Null percentage ROW 3059: has 0 Null_Percentage and 100 Not_Null percentage ROW 3060: has 0 Null_Percentage and 100 Not_Null percentage ROW 3061: has 0 Null_Percentage and 100 Not_Null percentage ROW 3062: has 0 Null_Percentage and 100 Not_Null percentage ROW 3063: has 0 Null_Percentage and 100 Not_Null percentage ROW 3064: has 0 Null_Percentage and 100 Not_Null percentage ROW 3065: has 0 Null_Percentage and 100 Not_Null percentage ROW 3066: has 3 Null_Percentage and 96 Not_Null percentage ROW 3067: has 3 Null_Percentage and 96 Not_Null percentage ROW 3068: has 0 Null_Percentage and 100 Not_Null percentage ROW 3069: has 0 Null_Percentage and 100 Not_Null percentage ROW 3070: has 3 Null_Percentage and 96 Not_Null percentage ROW 3071: has 0 Null_Percentage and 100 Not_Null percentage ROW 3072: has 7 Null_Percentage and 92 Not_Null percentage ROW 3073: has 3 Null_Percentage and 96 Not_Null percentage ROW 3074: has 0 Null_Percentage and 100 Not_Null percentage ROW 3075: has 0 Null_Percentage and 100 Not_Null percentage ROW 3076: has 0 Null_Percentage and 100 Not_Null percentage ROW 3077: has 0 Null_Percentage and 100 Not_Null percentage ROW 3078: has 0 Null_Percentage and 100 Not_Null percentage ROW 3079: has 0 Null_Percentage and 100 Not_Null percentage ROW 3080: has 0 Null_Percentage and 100 Not_Null percentage ROW 3081: has 0 Null_Percentage and 100 Not_Null percentage ROW 3082: has 3 Null_Percentage and 96 Not_Null percentage ROW 3083: has 3 Null_Percentage and 96 Not_Null percentage ROW 3084: has 25 Null_Percentage and 75 Not_Null percentage ROW 3085: has 10 Null_Percentage and 89 Not_Null percentage ROW 3086: has 3 Null_Percentage and 96 Not_Null percentage ROW 3087: has 0 Null_Percentage and 100 Not_Null percentage ROW 3088: has 7 Null_Percentage and 92 Not_Null percentage ROW 3089: has 0 Null_Percentage and 100 Not_Null percentage ROW 3090: has 3 Null_Percentage and 96 Not_Null percentage ROW 3091: has 0 Null_Percentage and 100 Not_Null percentage ROW 3092: has 0 Null_Percentage and 100 Not_Null percentage ROW 3093: has 0 Null_Percentage and 100 Not_Null percentage ROW 3094: has 0 Null_Percentage and 100 Not_Null percentage ROW 3095: has 0 Null_Percentage and 100 Not_Null percentage ROW 3096: has 0 Null_Percentage and 100 Not_Null percentage ROW 3097: has 0 Null_Percentage and 100 Not_Null percentage ROW 3098: has 0 Null_Percentage and 100 Not_Null percentage ROW 3099: has 0 Null_Percentage and 100 Not_Null percentage ROW 3100: has 0 Null_Percentage and 100 Not_Null percentage ROW 3101: has 3 Null_Percentage and 96 Not_Null percentage ROW 3102: has 0 Null_Percentage and 100 Not_Null percentage ROW 3103: has 0 Null_Percentage and 100 Not_Null percentage ROW 3104: has 0 Null_Percentage and 100 Not_Null percentage ROW 3105: has 0 Null_Percentage and 100 Not_Null percentage ROW 3106: has 0 Null_Percentage and 100 Not_Null percentage ROW 3107: has 0 Null_Percentage and 100 Not_Null percentage ROW 3108: has 0 Null_Percentage and 100 Not_Null percentage ROW 3109: has 0 Null_Percentage and 100 Not_Null percentage ROW 3110: has 0 Null_Percentage and 100 Not_Null percentage ROW 3111: has 3 Null_Percentage and 96 Not_Null percentage ROW 3112: has 0 Null_Percentage and 100 Not_Null percentage ROW 3113: has 0 Null_Percentage and 100 Not_Null percentage ROW 3114: has 0 Null_Percentage and 100 Not_Null percentage ROW 3115: has 0 Null_Percentage and 100 Not_Null percentage ROW 3116: has 0 Null_Percentage and 100 Not_Null percentage ROW 3117: has 0 Null_Percentage and 100 Not_Null percentage ROW 3118: has 0 Null_Percentage and 100 Not_Null percentage ROW 3119: has 0 Null_Percentage and 100 Not_Null percentage ROW 3120: has 0 Null_Percentage and 100 Not_Null percentage ROW 3121: has 0 Null_Percentage and 100 Not_Null percentage ROW 3122: has 0 Null_Percentage and 100 Not_Null percentage ROW 3123: has 0 Null_Percentage and 100 Not_Null percentage ROW 3124: has 0 Null_Percentage and 100 Not_Null percentage ROW 3125: has 0 Null_Percentage and 100 Not_Null percentage ROW 3126: has 0 Null_Percentage and 100 Not_Null percentage ROW 3127: has 0 Null_Percentage and 100 Not_Null percentage ROW 3128: has 0 Null_Percentage and 100 Not_Null percentage ROW 3129: has 7 Null_Percentage and 92 Not_Null percentage ROW 3130: has 3 Null_Percentage and 96 Not_Null percentage ROW 3131: has 0 Null_Percentage and 100 Not_Null percentage ROW 3132: has 0 Null_Percentage and 100 Not_Null percentage ROW 3133: has 0 Null_Percentage and 100 Not_Null percentage ROW 3134: has 0 Null_Percentage and 100 Not_Null percentage ROW 3135: has 0 Null_Percentage and 100 Not_Null percentage ROW 3136: has 0 Null_Percentage and 100 Not_Null percentage ROW 3137: has 3 Null_Percentage and 96 Not_Null percentage ROW 3138: has 3 Null_Percentage and 96 Not_Null percentage ROW 3139: has 0 Null_Percentage and 100 Not_Null percentage ROW 3140: has 0 Null_Percentage and 100 Not_Null percentage ROW 3141: has 0 Null_Percentage and 100 Not_Null percentage ROW 3142: has 0 Null_Percentage and 100 Not_Null percentage ROW 3143: has 0 Null_Percentage and 100 Not_Null percentage ROW 3144: has 0 Null_Percentage and 100 Not_Null percentage ROW 3145: has 0 Null_Percentage and 100 Not_Null percentage ROW 3146: has 0 Null_Percentage and 100 Not_Null percentage ROW 3147: has 0 Null_Percentage and 100 Not_Null percentage ROW 3148: has 3 Null_Percentage and 96 Not_Null percentage ROW 3149: has 0 Null_Percentage and 100 Not_Null percentage ROW 3150: has 0 Null_Percentage and 100 Not_Null percentage ROW 3151: has 0 Null_Percentage and 100 Not_Null percentage ROW 3152: has 0 Null_Percentage and 100 Not_Null percentage ROW 3153: has 3 Null_Percentage and 96 Not_Null percentage ROW 3154: has 0 Null_Percentage and 100 Not_Null percentage ROW 3155: has 0 Null_Percentage and 100 Not_Null percentage ROW 3156: has 0 Null_Percentage and 100 Not_Null percentage ROW 3157: has 0 Null_Percentage and 100 Not_Null percentage ROW 3158: has 0 Null_Percentage and 100 Not_Null percentage ROW 3159: has 0 Null_Percentage and 100 Not_Null percentage ROW 3160: has 0 Null_Percentage and 100 Not_Null percentage ROW 3161: has 0 Null_Percentage and 100 Not_Null percentage ROW 3162: has 0 Null_Percentage and 100 Not_Null percentage ROW 3163: has 0 Null_Percentage and 100 Not_Null percentage ROW 3164: has 0 Null_Percentage and 100 Not_Null percentage ROW 3165: has 0 Null_Percentage and 100 Not_Null percentage ROW 3166: has 3 Null_Percentage and 96 Not_Null percentage ROW 3167: has 0 Null_Percentage and 100 Not_Null percentage ROW 3168: has 0 Null_Percentage and 100 Not_Null percentage ROW 3169: has 0 Null_Percentage and 100 Not_Null percentage ROW 3170: has 0 Null_Percentage and 100 Not_Null percentage ROW 3171: has 0 Null_Percentage and 100 Not_Null percentage ROW 3172: has 0 Null_Percentage and 100 Not_Null percentage ROW 3173: has 3 Null_Percentage and 96 Not_Null percentage ROW 3174: has 17 Null_Percentage and 82 Not_Null percentage ROW 3175: has 0 Null_Percentage and 100 Not_Null percentage ROW 3176: has 0 Null_Percentage and 100 Not_Null percentage ROW 3177: has 0 Null_Percentage and 100 Not_Null percentage ROW 3178: has 0 Null_Percentage and 100 Not_Null percentage ROW 3179: has 0 Null_Percentage and 100 Not_Null percentage ROW 3180: has 0 Null_Percentage and 100 Not_Null percentage ROW 3181: has 0 Null_Percentage and 100 Not_Null percentage ROW 3182: has 3 Null_Percentage and 96 Not_Null percentage ROW 3183: has 3 Null_Percentage and 96 Not_Null percentage ROW 3184: has 0 Null_Percentage and 100 Not_Null percentage ROW 3185: has 0 Null_Percentage and 100 Not_Null percentage ROW 3186: has 0 Null_Percentage and 100 Not_Null percentage ROW 3187: has 3 Null_Percentage and 96 Not_Null percentage ROW 3188: has 0 Null_Percentage and 100 Not_Null percentage ROW 3189: has 0 Null_Percentage and 100 Not_Null percentage ROW 3190: has 0 Null_Percentage and 100 Not_Null percentage ROW 3191: has 0 Null_Percentage and 100 Not_Null percentage ROW 3192: has 0 Null_Percentage and 100 Not_Null percentage ROW 3193: has 0 Null_Percentage and 100 Not_Null percentage ROW 3194: has 0 Null_Percentage and 100 Not_Null percentage ROW 3195: has 0 Null_Percentage and 100 Not_Null percentage ROW 3196: has 0 Null_Percentage and 100 Not_Null percentage ROW 3197: has 0 Null_Percentage and 100 Not_Null percentage ROW 3198: has 0 Null_Percentage and 100 Not_Null percentage ROW 3199: has 0 Null_Percentage and 100 Not_Null percentage ROW 3200: has 0 Null_Percentage and 100 Not_Null percentage ROW 3201: has 0 Null_Percentage and 100 Not_Null percentage ROW 3202: has 0 Null_Percentage and 100 Not_Null percentage ROW 3203: has 0 Null_Percentage and 100 Not_Null percentage ROW 3204: has 0 Null_Percentage and 100 Not_Null percentage ROW 3205: has 0 Null_Percentage and 100 Not_Null percentage ROW 3206: has 0 Null_Percentage and 100 Not_Null percentage ROW 3207: has 14 Null_Percentage and 85 Not_Null percentage ROW 3208: has 3 Null_Percentage and 96 Not_Null percentage ROW 3209: has 0 Null_Percentage and 100 Not_Null percentage ROW 3210: has 0 Null_Percentage and 100 Not_Null percentage ROW 3211: has 0 Null_Percentage and 100 Not_Null percentage ROW 3212: has 0 Null_Percentage and 100 Not_Null percentage ROW 3213: has 0 Null_Percentage and 100 Not_Null percentage ROW 3214: has 0 Null_Percentage and 100 Not_Null percentage ROW 3215: has 3 Null_Percentage and 96 Not_Null percentage ROW 3216: has 0 Null_Percentage and 100 Not_Null percentage ROW 3217: has 0 Null_Percentage and 100 Not_Null percentage ROW 3218: has 0 Null_Percentage and 100 Not_Null percentage ROW 3219: has 0 Null_Percentage and 100 Not_Null percentage ROW 3220: has 3 Null_Percentage and 96 Not_Null percentage ROW 3221: has 0 Null_Percentage and 100 Not_Null percentage ROW 3222: has 7 Null_Percentage and 92 Not_Null percentage ROW 3223: has 3 Null_Percentage and 96 Not_Null percentage ROW 3224: has 0 Null_Percentage and 100 Not_Null percentage ROW 3225: has 0 Null_Percentage and 100 Not_Null percentage ROW 3226: has 3 Null_Percentage and 96 Not_Null percentage ROW 3227: has 0 Null_Percentage and 100 Not_Null percentage ROW 3228: has 0 Null_Percentage and 100 Not_Null percentage ROW 3229: has 3 Null_Percentage and 96 Not_Null percentage ROW 3230: has 0 Null_Percentage and 100 Not_Null percentage ROW 3231: has 3 Null_Percentage and 96 Not_Null percentage ROW 3232: has 7 Null_Percentage and 92 Not_Null percentage ROW 3233: has 3 Null_Percentage and 96 Not_Null percentage ROW 3234: has 0 Null_Percentage and 100 Not_Null percentage ROW 3235: has 0 Null_Percentage and 100 Not_Null percentage ROW 3236: has 0 Null_Percentage and 100 Not_Null percentage ROW 3237: has 0 Null_Percentage and 100 Not_Null percentage ROW 3238: has 7 Null_Percentage and 92 Not_Null percentage ROW 3239: has 3 Null_Percentage and 96 Not_Null percentage ROW 3240: has 7 Null_Percentage and 92 Not_Null percentage ROW 3241: has 0 Null_Percentage and 100 Not_Null percentage ROW 3242: has 0 Null_Percentage and 100 Not_Null percentage ROW 3243: has 7 Null_Percentage and 92 Not_Null percentage ROW 3244: has 0 Null_Percentage and 100 Not_Null percentage ROW 3245: has 3 Null_Percentage and 96 Not_Null percentage ROW 3246: has 7 Null_Percentage and 92 Not_Null percentage ROW 3247: has 3 Null_Percentage and 96 Not_Null percentage ROW 3248: has 14 Null_Percentage and 85 Not_Null percentage ROW 3249: has 3 Null_Percentage and 96 Not_Null percentage ROW 3250: has 3 Null_Percentage and 96 Not_Null percentage ROW 3251: has 3 Null_Percentage and 96 Not_Null percentage ROW 3252: has 3 Null_Percentage and 96 Not_Null percentage ROW 3253: has 3 Null_Percentage and 96 Not_Null percentage ROW 3254: has 10 Null_Percentage and 89 Not_Null percentage ROW 3255: has 0 Null_Percentage and 100 Not_Null percentage ROW 3256: has 3 Null_Percentage and 96 Not_Null percentage ROW 3257: has 7 Null_Percentage and 92 Not_Null percentage ROW 3258: has 3 Null_Percentage and 96 Not_Null percentage ROW 3259: has 0 Null_Percentage and 100 Not_Null percentage ROW 3260: has 0 Null_Percentage and 100 Not_Null percentage ROW 3261: has 7 Null_Percentage and 92 Not_Null percentage ROW 3262: has 0 Null_Percentage and 100 Not_Null percentage ROW 3263: has 7 Null_Percentage and 92 Not_Null percentage ROW 3264: has 0 Null_Percentage and 100 Not_Null percentage ROW 3265: has 0 Null_Percentage and 100 Not_Null percentage ROW 3266: has 3 Null_Percentage and 96 Not_Null percentage ROW 3267: has 0 Null_Percentage and 100 Not_Null percentage ROW 3268: has 3 Null_Percentage and 96 Not_Null percentage ROW 3269: has 3 Null_Percentage and 96 Not_Null percentage ROW 3270: has 7 Null_Percentage and 92 Not_Null percentage ROW 3271: has 0 Null_Percentage and 100 Not_Null percentage ROW 3272: has 7 Null_Percentage and 92 Not_Null percentage ROW 3273: has 7 Null_Percentage and 92 Not_Null percentage ROW 3274: has 0 Null_Percentage and 100 Not_Null percentage ROW 3275: has 3 Null_Percentage and 96 Not_Null percentage ROW 3276: has 0 Null_Percentage and 100 Not_Null percentage ROW 3277: has 0 Null_Percentage and 100 Not_Null percentage ROW 3278: has 0 Null_Percentage and 100 Not_Null percentage ROW 3279: has 0 Null_Percentage and 100 Not_Null percentage ROW 3280: has 0 Null_Percentage and 100 Not_Null percentage ROW 3281: has 0 Null_Percentage and 100 Not_Null percentage ROW 3282: has 3 Null_Percentage and 96 Not_Null percentage ROW 3283: has 10 Null_Percentage and 89 Not_Null percentage ROW 3284: has 0 Null_Percentage and 100 Not_Null percentage ROW 3285: has 0 Null_Percentage and 100 Not_Null percentage ROW 3286: has 0 Null_Percentage and 100 Not_Null percentage ROW 3287: has 0 Null_Percentage and 100 Not_Null percentage ROW 3288: has 0 Null_Percentage and 100 Not_Null percentage ROW 3289: has 0 Null_Percentage and 100 Not_Null percentage ROW 3290: has 0 Null_Percentage and 100 Not_Null percentage ROW 3291: has 0 Null_Percentage and 100 Not_Null percentage ROW 3292: has 0 Null_Percentage and 100 Not_Null percentage ROW 3293: has 3 Null_Percentage and 96 Not_Null percentage ROW 3294: has 0 Null_Percentage and 100 Not_Null percentage ROW 3295: has 3 Null_Percentage and 96 Not_Null percentage ROW 3296: has 0 Null_Percentage and 100 Not_Null percentage ROW 3297: has 3 Null_Percentage and 96 Not_Null percentage ROW 3298: has 3 Null_Percentage and 96 Not_Null percentage ROW 3299: has 0 Null_Percentage and 100 Not_Null percentage ROW 3300: has 0 Null_Percentage and 100 Not_Null percentage ROW 3301: has 0 Null_Percentage and 100 Not_Null percentage ROW 3302: has 3 Null_Percentage and 96 Not_Null percentage ROW 3303: has 17 Null_Percentage and 82 Not_Null percentage ROW 3304: has 3 Null_Percentage and 96 Not_Null percentage ROW 3305: has 0 Null_Percentage and 100 Not_Null percentage ROW 3306: has 0 Null_Percentage and 100 Not_Null percentage ROW 3307: has 0 Null_Percentage and 100 Not_Null percentage ROW 3308: has 3 Null_Percentage and 96 Not_Null percentage ROW 3309: has 3 Null_Percentage and 96 Not_Null percentage ROW 3310: has 0 Null_Percentage and 100 Not_Null percentage ROW 3311: has 0 Null_Percentage and 100 Not_Null percentage ROW 3312: has 0 Null_Percentage and 100 Not_Null percentage ROW 3313: has 14 Null_Percentage and 85 Not_Null percentage ROW 3314: has 0 Null_Percentage and 100 Not_Null percentage ROW 3315: has 0 Null_Percentage and 100 Not_Null percentage ROW 3316: has 0 Null_Percentage and 100 Not_Null percentage ROW 3317: has 3 Null_Percentage and 96 Not_Null percentage ROW 3318: has 0 Null_Percentage and 100 Not_Null percentage ROW 3319: has 0 Null_Percentage and 100 Not_Null percentage ROW 3320: has 7 Null_Percentage and 92 Not_Null percentage ROW 3321: has 3 Null_Percentage and 96 Not_Null percentage ROW 3322: has 3 Null_Percentage and 96 Not_Null percentage ROW 3323: has 0 Null_Percentage and 100 Not_Null percentage ROW 3324: has 7 Null_Percentage and 92 Not_Null percentage ROW 3325: has 3 Null_Percentage and 96 Not_Null percentage ROW 3326: has 3 Null_Percentage and 96 Not_Null percentage ROW 3327: has 3 Null_Percentage and 96 Not_Null percentage ROW 3328: has 0 Null_Percentage and 100 Not_Null percentage ROW 3329: has 17 Null_Percentage and 82 Not_Null percentage ROW 3330: has 0 Null_Percentage and 100 Not_Null percentage ROW 3331: has 3 Null_Percentage and 96 Not_Null percentage ROW 3332: has 0 Null_Percentage and 100 Not_Null percentage ROW 3333: has 0 Null_Percentage and 100 Not_Null percentage ROW 3334: has 0 Null_Percentage and 100 Not_Null percentage ROW 3335: has 3 Null_Percentage and 96 Not_Null percentage ROW 3336: has 3 Null_Percentage and 96 Not_Null percentage ROW 3337: has 0 Null_Percentage and 100 Not_Null percentage ROW 3338: has 3 Null_Percentage and 96 Not_Null percentage ROW 3339: has 0 Null_Percentage and 100 Not_Null percentage ROW 3340: has 0 Null_Percentage and 100 Not_Null percentage ROW 3341: has 3 Null_Percentage and 96 Not_Null percentage ROW 3342: has 7 Null_Percentage and 92 Not_Null percentage ROW 3343: has 0 Null_Percentage and 100 Not_Null percentage ROW 3344: has 0 Null_Percentage and 100 Not_Null percentage ROW 3345: has 0 Null_Percentage and 100 Not_Null percentage ROW 3346: has 14 Null_Percentage and 85 Not_Null percentage ROW 3347: has 0 Null_Percentage and 100 Not_Null percentage ROW 3348: has 10 Null_Percentage and 89 Not_Null percentage ROW 3349: has 3 Null_Percentage and 96 Not_Null percentage ROW 3350: has 7 Null_Percentage and 92 Not_Null percentage ROW 3351: has 0 Null_Percentage and 100 Not_Null percentage ROW 3352: has 3 Null_Percentage and 96 Not_Null percentage ROW 3353: has 0 Null_Percentage and 100 Not_Null percentage ROW 3354: has 7 Null_Percentage and 92 Not_Null percentage ROW 3355: has 0 Null_Percentage and 100 Not_Null percentage ROW 3356: has 3 Null_Percentage and 96 Not_Null percentage ROW 3357: has 0 Null_Percentage and 100 Not_Null percentage ROW 3358: has 0 Null_Percentage and 100 Not_Null percentage ROW 3359: has 0 Null_Percentage and 100 Not_Null percentage ROW 3360: has 0 Null_Percentage and 100 Not_Null percentage ROW 3361: has 0 Null_Percentage and 100 Not_Null percentage ROW 3362: has 0 Null_Percentage and 100 Not_Null percentage ROW 3363: has 0 Null_Percentage and 100 Not_Null percentage ROW 3364: has 0 Null_Percentage and 100 Not_Null percentage ROW 3365: has 0 Null_Percentage and 100 Not_Null percentage ROW 3366: has 0 Null_Percentage and 100 Not_Null percentage ROW 3367: has 0 Null_Percentage and 100 Not_Null percentage ROW 3368: has 0 Null_Percentage and 100 Not_Null percentage ROW 3369: has 0 Null_Percentage and 100 Not_Null percentage ROW 3370: has 3 Null_Percentage and 96 Not_Null percentage ROW 3371: has 0 Null_Percentage and 100 Not_Null percentage ROW 3372: has 3 Null_Percentage and 96 Not_Null percentage ROW 3373: has 17 Null_Percentage and 82 Not_Null percentage ROW 3374: has 0 Null_Percentage and 100 Not_Null percentage ROW 3375: has 0 Null_Percentage and 100 Not_Null percentage ROW 3376: has 17 Null_Percentage and 82 Not_Null percentage ROW 3377: has 0 Null_Percentage and 100 Not_Null percentage ROW 3378: has 0 Null_Percentage and 100 Not_Null percentage ROW 3379: has 3 Null_Percentage and 96 Not_Null percentage ROW 3380: has 0 Null_Percentage and 100 Not_Null percentage ROW 3381: has 0 Null_Percentage and 100 Not_Null percentage ROW 3382: has 0 Null_Percentage and 100 Not_Null percentage ROW 3383: has 0 Null_Percentage and 100 Not_Null percentage ROW 3384: has 0 Null_Percentage and 100 Not_Null percentage ROW 3385: has 3 Null_Percentage and 96 Not_Null percentage ROW 3386: has 0 Null_Percentage and 100 Not_Null percentage ROW 3387: has 3 Null_Percentage and 96 Not_Null percentage ROW 3388: has 0 Null_Percentage and 100 Not_Null percentage ROW 3389: has 0 Null_Percentage and 100 Not_Null percentage ROW 3390: has 3 Null_Percentage and 96 Not_Null percentage ROW 3391: has 0 Null_Percentage and 100 Not_Null percentage ROW 3392: has 0 Null_Percentage and 100 Not_Null percentage ROW 3393: has 3 Null_Percentage and 96 Not_Null percentage ROW 3394: has 0 Null_Percentage and 100 Not_Null percentage ROW 3395: has 0 Null_Percentage and 100 Not_Null percentage ROW 3396: has 3 Null_Percentage and 96 Not_Null percentage ROW 3397: has 21 Null_Percentage and 78 Not_Null percentage ROW 3398: has 0 Null_Percentage and 100 Not_Null percentage ROW 3399: has 0 Null_Percentage and 100 Not_Null percentage ROW 3400: has 0 Null_Percentage and 100 Not_Null percentage ROW 3401: has 0 Null_Percentage and 100 Not_Null percentage ROW 3402: has 0 Null_Percentage and 100 Not_Null percentage ROW 3403: has 0 Null_Percentage and 100 Not_Null percentage ROW 3404: has 0 Null_Percentage and 100 Not_Null percentage ROW 3405: has 0 Null_Percentage and 100 Not_Null percentage ROW 3406: has 0 Null_Percentage and 100 Not_Null percentage ROW 3407: has 3 Null_Percentage and 96 Not_Null percentage ROW 3408: has 0 Null_Percentage and 100 Not_Null percentage ROW 3409: has 0 Null_Percentage and 100 Not_Null percentage ROW 3410: has 0 Null_Percentage and 100 Not_Null percentage ROW 3411: has 0 Null_Percentage and 100 Not_Null percentage ROW 3412: has 10 Null_Percentage and 89 Not_Null percentage ROW 3413: has 0 Null_Percentage and 100 Not_Null percentage ROW 3414: has 3 Null_Percentage and 96 Not_Null percentage ROW 3415: has 0 Null_Percentage and 100 Not_Null percentage ROW 3416: has 0 Null_Percentage and 100 Not_Null percentage ROW 3417: has 0 Null_Percentage and 100 Not_Null percentage ROW 3418: has 0 Null_Percentage and 100 Not_Null percentage ROW 3419: has 25 Null_Percentage and 75 Not_Null percentage ROW 3420: has 0 Null_Percentage and 100 Not_Null percentage ROW 3421: has 0 Null_Percentage and 100 Not_Null percentage ROW 3422: has 3 Null_Percentage and 96 Not_Null percentage ROW 3423: has 0 Null_Percentage and 100 Not_Null percentage ROW 3424: has 3 Null_Percentage and 96 Not_Null percentage ROW 3425: has 3 Null_Percentage and 96 Not_Null percentage ROW 3426: has 7 Null_Percentage and 92 Not_Null percentage ROW 3427: has 10 Null_Percentage and 89 Not_Null percentage ROW 3428: has 0 Null_Percentage and 100 Not_Null percentage ROW 3429: has 7 Null_Percentage and 92 Not_Null percentage ROW 3430: has 3 Null_Percentage and 96 Not_Null percentage ROW 3431: has 7 Null_Percentage and 92 Not_Null percentage ROW 3432: has 0 Null_Percentage and 100 Not_Null percentage ROW 3433: has 7 Null_Percentage and 92 Not_Null percentage ROW 3434: has 0 Null_Percentage and 100 Not_Null percentage ROW 3435: has 0 Null_Percentage and 100 Not_Null percentage ROW 3436: has 0 Null_Percentage and 100 Not_Null percentage ROW 3437: has 7 Null_Percentage and 92 Not_Null percentage ROW 3438: has 0 Null_Percentage and 100 Not_Null percentage ROW 3439: has 0 Null_Percentage and 100 Not_Null percentage ROW 3440: has 0 Null_Percentage and 100 Not_Null percentage ROW 3441: has 3 Null_Percentage and 96 Not_Null percentage ROW 3442: has 0 Null_Percentage and 100 Not_Null percentage ROW 3443: has 0 Null_Percentage and 100 Not_Null percentage ROW 3444: has 0 Null_Percentage and 100 Not_Null percentage ROW 3445: has 0 Null_Percentage and 100 Not_Null percentage ROW 3446: has 3 Null_Percentage and 96 Not_Null percentage ROW 3447: has 0 Null_Percentage and 100 Not_Null percentage ROW 3448: has 3 Null_Percentage and 96 Not_Null percentage ROW 3449: has 7 Null_Percentage and 92 Not_Null percentage ROW 3450: has 0 Null_Percentage and 100 Not_Null percentage ROW 3451: has 14 Null_Percentage and 85 Not_Null percentage ROW 3452: has 0 Null_Percentage and 100 Not_Null percentage ROW 3453: has 0 Null_Percentage and 100 Not_Null percentage ROW 3454: has 10 Null_Percentage and 89 Not_Null percentage ROW 3455: has 7 Null_Percentage and 92 Not_Null percentage ROW 3456: has 0 Null_Percentage and 100 Not_Null percentage ROW 3457: has 3 Null_Percentage and 96 Not_Null percentage ROW 3458: has 7 Null_Percentage and 92 Not_Null percentage ROW 3459: has 0 Null_Percentage and 100 Not_Null percentage ROW 3460: has 0 Null_Percentage and 100 Not_Null percentage ROW 3461: has 0 Null_Percentage and 100 Not_Null percentage ROW 3462: has 0 Null_Percentage and 100 Not_Null percentage ROW 3463: has 0 Null_Percentage and 100 Not_Null percentage ROW 3464: has 3 Null_Percentage and 96 Not_Null percentage ROW 3465: has 0 Null_Percentage and 100 Not_Null percentage ROW 3466: has 0 Null_Percentage and 100 Not_Null percentage ROW 3467: has 0 Null_Percentage and 100 Not_Null percentage ROW 3468: has 0 Null_Percentage and 100 Not_Null percentage ROW 3469: has 0 Null_Percentage and 100 Not_Null percentage ROW 3470: has 0 Null_Percentage and 100 Not_Null percentage ROW 3471: has 0 Null_Percentage and 100 Not_Null percentage ROW 3472: has 0 Null_Percentage and 100 Not_Null percentage ROW 3473: has 0 Null_Percentage and 100 Not_Null percentage ROW 3474: has 3 Null_Percentage and 96 Not_Null percentage ROW 3475: has 0 Null_Percentage and 100 Not_Null percentage ROW 3476: has 0 Null_Percentage and 100 Not_Null percentage ROW 3477: has 0 Null_Percentage and 100 Not_Null percentage ROW 3478: has 0 Null_Percentage and 100 Not_Null percentage ROW 3479: has 0 Null_Percentage and 100 Not_Null percentage ROW 3480: has 0 Null_Percentage and 100 Not_Null percentage ROW 3481: has 17 Null_Percentage and 82 Not_Null percentage ROW 3482: has 0 Null_Percentage and 100 Not_Null percentage ROW 3483: has 0 Null_Percentage and 100 Not_Null percentage ROW 3484: has 0 Null_Percentage and 100 Not_Null percentage ROW 3485: has 0 Null_Percentage and 100 Not_Null percentage ROW 3486: has 7 Null_Percentage and 92 Not_Null percentage ROW 3487: has 0 Null_Percentage and 100 Not_Null percentage ROW 3488: has 0 Null_Percentage and 100 Not_Null percentage ROW 3489: has 0 Null_Percentage and 100 Not_Null percentage ROW 3490: has 14 Null_Percentage and 85 Not_Null percentage ROW 3491: has 0 Null_Percentage and 100 Not_Null percentage ROW 3492: has 0 Null_Percentage and 100 Not_Null percentage ROW 3493: has 0 Null_Percentage and 100 Not_Null percentage ROW 3494: has 0 Null_Percentage and 100 Not_Null percentage ROW 3495: has 7 Null_Percentage and 92 Not_Null percentage ROW 3496: has 0 Null_Percentage and 100 Not_Null percentage ROW 3497: has 0 Null_Percentage and 100 Not_Null percentage ROW 3498: has 0 Null_Percentage and 100 Not_Null percentage ROW 3499: has 3 Null_Percentage and 96 Not_Null percentage ROW 3500: has 0 Null_Percentage and 100 Not_Null percentage ROW 3501: has 0 Null_Percentage and 100 Not_Null percentage ROW 3502: has 0 Null_Percentage and 100 Not_Null percentage ROW 3503: has 0 Null_Percentage and 100 Not_Null percentage ROW 3504: has 0 Null_Percentage and 100 Not_Null percentage ROW 3505: has 0 Null_Percentage and 100 Not_Null percentage ROW 3506: has 0 Null_Percentage and 100 Not_Null percentage ROW 3507: has 21 Null_Percentage and 78 Not_Null percentage ROW 3508: has 0 Null_Percentage and 100 Not_Null percentage ROW 3509: has 17 Null_Percentage and 82 Not_Null percentage ROW 3510: has 3 Null_Percentage and 96 Not_Null percentage ROW 3511: has 0 Null_Percentage and 100 Not_Null percentage ROW 3512: has 0 Null_Percentage and 100 Not_Null percentage ROW 3513: has 0 Null_Percentage and 100 Not_Null percentage ROW 3514: has 0 Null_Percentage and 100 Not_Null percentage ROW 3515: has 0 Null_Percentage and 100 Not_Null percentage ROW 3516: has 0 Null_Percentage and 100 Not_Null percentage ROW 3517: has 7 Null_Percentage and 92 Not_Null percentage ROW 3518: has 0 Null_Percentage and 100 Not_Null percentage ROW 3519: has 7 Null_Percentage and 92 Not_Null percentage ROW 3520: has 0 Null_Percentage and 100 Not_Null percentage ROW 3521: has 0 Null_Percentage and 100 Not_Null percentage ROW 3522: has 0 Null_Percentage and 100 Not_Null percentage ROW 3523: has 0 Null_Percentage and 100 Not_Null percentage ROW 3524: has 3 Null_Percentage and 96 Not_Null percentage ROW 3525: has 0 Null_Percentage and 100 Not_Null percentage ROW 3526: has 0 Null_Percentage and 100 Not_Null percentage ROW 3527: has 3 Null_Percentage and 96 Not_Null percentage ROW 3528: has 7 Null_Percentage and 92 Not_Null percentage ROW 3529: has 0 Null_Percentage and 100 Not_Null percentage ROW 3530: has 0 Null_Percentage and 100 Not_Null percentage ROW 3531: has 0 Null_Percentage and 100 Not_Null percentage ROW 3532: has 3 Null_Percentage and 96 Not_Null percentage ROW 3533: has 0 Null_Percentage and 100 Not_Null percentage ROW 3534: has 0 Null_Percentage and 100 Not_Null percentage ROW 3535: has 3 Null_Percentage and 96 Not_Null percentage ROW 3536: has 10 Null_Percentage and 89 Not_Null percentage ROW 3537: has 3 Null_Percentage and 96 Not_Null percentage ROW 3538: has 7 Null_Percentage and 92 Not_Null percentage ROW 3539: has 17 Null_Percentage and 82 Not_Null percentage ROW 3540: has 0 Null_Percentage and 100 Not_Null percentage ROW 3541: has 10 Null_Percentage and 89 Not_Null percentage ROW 3542: has 0 Null_Percentage and 100 Not_Null percentage ROW 3543: has 3 Null_Percentage and 96 Not_Null percentage ROW 3544: has 10 Null_Percentage and 89 Not_Null percentage ROW 3545: has 7 Null_Percentage and 92 Not_Null percentage ROW 3546: has 3 Null_Percentage and 96 Not_Null percentage ROW 3547: has 0 Null_Percentage and 100 Not_Null percentage ROW 3548: has 0 Null_Percentage and 100 Not_Null percentage ROW 3549: has 0 Null_Percentage and 100 Not_Null percentage ROW 3550: has 0 Null_Percentage and 100 Not_Null percentage ROW 3551: has 0 Null_Percentage and 100 Not_Null percentage ROW 3552: has 3 Null_Percentage and 96 Not_Null percentage ROW 3553: has 0 Null_Percentage and 100 Not_Null percentage ROW 3554: has 0 Null_Percentage and 100 Not_Null percentage ROW 3555: has 0 Null_Percentage and 100 Not_Null percentage ROW 3556: has 0 Null_Percentage and 100 Not_Null percentage ROW 3557: has 0 Null_Percentage and 100 Not_Null percentage ROW 3558: has 7 Null_Percentage and 92 Not_Null percentage ROW 3559: has 0 Null_Percentage and 100 Not_Null percentage ROW 3560: has 0 Null_Percentage and 100 Not_Null percentage ROW 3561: has 0 Null_Percentage and 100 Not_Null percentage ROW 3562: has 0 Null_Percentage and 100 Not_Null percentage ROW 3563: has 3 Null_Percentage and 96 Not_Null percentage ROW 3564: has 0 Null_Percentage and 100 Not_Null percentage ROW 3565: has 0 Null_Percentage and 100 Not_Null percentage ROW 3566: has 0 Null_Percentage and 100 Not_Null percentage ROW 3567: has 0 Null_Percentage and 100 Not_Null percentage ROW 3568: has 0 Null_Percentage and 100 Not_Null percentage ROW 3569: has 0 Null_Percentage and 100 Not_Null percentage ROW 3570: has 0 Null_Percentage and 100 Not_Null percentage ROW 3571: has 3 Null_Percentage and 96 Not_Null percentage ROW 3572: has 0 Null_Percentage and 100 Not_Null percentage ROW 3573: has 3 Null_Percentage and 96 Not_Null percentage ROW 3574: has 0 Null_Percentage and 100 Not_Null percentage ROW 3575: has 0 Null_Percentage and 100 Not_Null percentage ROW 3576: has 0 Null_Percentage and 100 Not_Null percentage ROW 3577: has 0 Null_Percentage and 100 Not_Null percentage ROW 3578: has 3 Null_Percentage and 96 Not_Null percentage ROW 3579: has 21 Null_Percentage and 78 Not_Null percentage ROW 3580: has 0 Null_Percentage and 100 Not_Null percentage ROW 3581: has 0 Null_Percentage and 100 Not_Null percentage ROW 3582: has 0 Null_Percentage and 100 Not_Null percentage ROW 3583: has 0 Null_Percentage and 100 Not_Null percentage ROW 3584: has 0 Null_Percentage and 100 Not_Null percentage ROW 3585: has 0 Null_Percentage and 100 Not_Null percentage ROW 3586: has 0 Null_Percentage and 100 Not_Null percentage ROW 3587: has 0 Null_Percentage and 100 Not_Null percentage ROW 3588: has 0 Null_Percentage and 100 Not_Null percentage ROW 3589: has 0 Null_Percentage and 100 Not_Null percentage ROW 3590: has 0 Null_Percentage and 100 Not_Null percentage ROW 3591: has 0 Null_Percentage and 100 Not_Null percentage ROW 3592: has 0 Null_Percentage and 100 Not_Null percentage ROW 3593: has 0 Null_Percentage and 100 Not_Null percentage ROW 3594: has 0 Null_Percentage and 100 Not_Null percentage ROW 3595: has 0 Null_Percentage and 100 Not_Null percentage ROW 3596: has 0 Null_Percentage and 100 Not_Null percentage ROW 3597: has 0 Null_Percentage and 100 Not_Null percentage ROW 3598: has 0 Null_Percentage and 100 Not_Null percentage ROW 3599: has 0 Null_Percentage and 100 Not_Null percentage ROW 3600: has 0 Null_Percentage and 100 Not_Null percentage ROW 3601: has 3 Null_Percentage and 96 Not_Null percentage ROW 3602: has 3 Null_Percentage and 96 Not_Null percentage ROW 3603: has 0 Null_Percentage and 100 Not_Null percentage ROW 3604: has 21 Null_Percentage and 78 Not_Null percentage ROW 3605: has 0 Null_Percentage and 100 Not_Null percentage ROW 3606: has 0 Null_Percentage and 100 Not_Null percentage ROW 3607: has 0 Null_Percentage and 100 Not_Null percentage ROW 3608: has 0 Null_Percentage and 100 Not_Null percentage ROW 3609: has 0 Null_Percentage and 100 Not_Null percentage ROW 3610: has 10 Null_Percentage and 89 Not_Null percentage ROW 3611: has 0 Null_Percentage and 100 Not_Null percentage ROW 3612: has 0 Null_Percentage and 100 Not_Null percentage ROW 3613: has 0 Null_Percentage and 100 Not_Null percentage ROW 3614: has 0 Null_Percentage and 100 Not_Null percentage ROW 3615: has 0 Null_Percentage and 100 Not_Null percentage ROW 3616: has 0 Null_Percentage and 100 Not_Null percentage ROW 3617: has 0 Null_Percentage and 100 Not_Null percentage ROW 3618: has 0 Null_Percentage and 100 Not_Null percentage ROW 3619: has 3 Null_Percentage and 96 Not_Null percentage ROW 3620: has 0 Null_Percentage and 100 Not_Null percentage ROW 3621: has 0 Null_Percentage and 100 Not_Null percentage ROW 3622: has 0 Null_Percentage and 100 Not_Null percentage ROW 3623: has 17 Null_Percentage and 82 Not_Null percentage ROW 3624: has 0 Null_Percentage and 100 Not_Null percentage ROW 3625: has 0 Null_Percentage and 100 Not_Null percentage ROW 3626: has 10 Null_Percentage and 89 Not_Null percentage ROW 3627: has 0 Null_Percentage and 100 Not_Null percentage ROW 3628: has 0 Null_Percentage and 100 Not_Null percentage ROW 3629: has 3 Null_Percentage and 96 Not_Null percentage ROW 3630: has 3 Null_Percentage and 96 Not_Null percentage ROW 3631: has 0 Null_Percentage and 100 Not_Null percentage ROW 3632: has 3 Null_Percentage and 96 Not_Null percentage ROW 3633: has 3 Null_Percentage and 96 Not_Null percentage ROW 3634: has 0 Null_Percentage and 100 Not_Null percentage ROW 3635: has 0 Null_Percentage and 100 Not_Null percentage ROW 3636: has 3 Null_Percentage and 96 Not_Null percentage ROW 3637: has 0 Null_Percentage and 100 Not_Null percentage ROW 3638: has 3 Null_Percentage and 96 Not_Null percentage ROW 3639: has 0 Null_Percentage and 100 Not_Null percentage ROW 3640: has 0 Null_Percentage and 100 Not_Null percentage ROW 3641: has 3 Null_Percentage and 96 Not_Null percentage ROW 3642: has 0 Null_Percentage and 100 Not_Null percentage ROW 3643: has 7 Null_Percentage and 92 Not_Null percentage ROW 3644: has 3 Null_Percentage and 96 Not_Null percentage ROW 3645: has 3 Null_Percentage and 96 Not_Null percentage ROW 3646: has 7 Null_Percentage and 92 Not_Null percentage ROW 3647: has 0 Null_Percentage and 100 Not_Null percentage ROW 3648: has 3 Null_Percentage and 96 Not_Null percentage ROW 3649: has 3 Null_Percentage and 96 Not_Null percentage ROW 3650: has 21 Null_Percentage and 78 Not_Null percentage ROW 3651: has 3 Null_Percentage and 96 Not_Null percentage ROW 3652: has 0 Null_Percentage and 100 Not_Null percentage ROW 3653: has 3 Null_Percentage and 96 Not_Null percentage ROW 3654: has 0 Null_Percentage and 100 Not_Null percentage ROW 3655: has 0 Null_Percentage and 100 Not_Null percentage ROW 3656: has 10 Null_Percentage and 89 Not_Null percentage ROW 3657: has 3 Null_Percentage and 96 Not_Null percentage ROW 3658: has 3 Null_Percentage and 96 Not_Null percentage ROW 3659: has 0 Null_Percentage and 100 Not_Null percentage ROW 3660: has 3 Null_Percentage and 96 Not_Null percentage ROW 3661: has 17 Null_Percentage and 82 Not_Null percentage ROW 3662: has 0 Null_Percentage and 100 Not_Null percentage ROW 3663: has 0 Null_Percentage and 100 Not_Null percentage ROW 3664: has 0 Null_Percentage and 100 Not_Null percentage ROW 3665: has 7 Null_Percentage and 92 Not_Null percentage ROW 3666: has 0 Null_Percentage and 100 Not_Null percentage ROW 3667: has 7 Null_Percentage and 92 Not_Null percentage ROW 3668: has 0 Null_Percentage and 100 Not_Null percentage ROW 3669: has 0 Null_Percentage and 100 Not_Null percentage ROW 3670: has 0 Null_Percentage and 100 Not_Null percentage ROW 3671: has 0 Null_Percentage and 100 Not_Null percentage ROW 3672: has 0 Null_Percentage and 100 Not_Null percentage ROW 3673: has 3 Null_Percentage and 96 Not_Null percentage ROW 3674: has 0 Null_Percentage and 100 Not_Null percentage ROW 3675: has 0 Null_Percentage and 100 Not_Null percentage ROW 3676: has 7 Null_Percentage and 92 Not_Null percentage ROW 3677: has 0 Null_Percentage and 100 Not_Null percentage ROW 3678: has 0 Null_Percentage and 100 Not_Null percentage ROW 3679: has 0 Null_Percentage and 100 Not_Null percentage ROW 3680: has 0 Null_Percentage and 100 Not_Null percentage ROW 3681: has 0 Null_Percentage and 100 Not_Null percentage ROW 3682: has 0 Null_Percentage and 100 Not_Null percentage ROW 3683: has 3 Null_Percentage and 96 Not_Null percentage ROW 3684: has 0 Null_Percentage and 100 Not_Null percentage ROW 3685: has 3 Null_Percentage and 96 Not_Null percentage ROW 3686: has 10 Null_Percentage and 89 Not_Null percentage ROW 3687: has 0 Null_Percentage and 100 Not_Null percentage ROW 3688: has 0 Null_Percentage and 100 Not_Null percentage ROW 3689: has 3 Null_Percentage and 96 Not_Null percentage ROW 3690: has 0 Null_Percentage and 100 Not_Null percentage ROW 3691: has 3 Null_Percentage and 96 Not_Null percentage ROW 3692: has 0 Null_Percentage and 100 Not_Null percentage ROW 3693: has 7 Null_Percentage and 92 Not_Null percentage ROW 3694: has 3 Null_Percentage and 96 Not_Null percentage ROW 3695: has 7 Null_Percentage and 92 Not_Null percentage ROW 3696: has 0 Null_Percentage and 100 Not_Null percentage ROW 3697: has 0 Null_Percentage and 100 Not_Null percentage ROW 3698: has 0 Null_Percentage and 100 Not_Null percentage ROW 3699: has 0 Null_Percentage and 100 Not_Null percentage ROW 3700: has 0 Null_Percentage and 100 Not_Null percentage ROW 3701: has 0 Null_Percentage and 100 Not_Null percentage ROW 3702: has 0 Null_Percentage and 100 Not_Null percentage ROW 3703: has 0 Null_Percentage and 100 Not_Null percentage ROW 3704: has 0 Null_Percentage and 100 Not_Null percentage ROW 3705: has 0 Null_Percentage and 100 Not_Null percentage ROW 3706: has 0 Null_Percentage and 100 Not_Null percentage ROW 3707: has 0 Null_Percentage and 100 Not_Null percentage ROW 3708: has 3 Null_Percentage and 96 Not_Null percentage ROW 3709: has 0 Null_Percentage and 100 Not_Null percentage ROW 3710: has 0 Null_Percentage and 100 Not_Null percentage ROW 3711: has 3 Null_Percentage and 96 Not_Null percentage ROW 3712: has 0 Null_Percentage and 100 Not_Null percentage ROW 3713: has 3 Null_Percentage and 96 Not_Null percentage ROW 3714: has 0 Null_Percentage and 100 Not_Null percentage ROW 3715: has 0 Null_Percentage and 100 Not_Null percentage ROW 3716: has 0 Null_Percentage and 100 Not_Null percentage ROW 3717: has 0 Null_Percentage and 100 Not_Null percentage ROW 3718: has 0 Null_Percentage and 100 Not_Null percentage ROW 3719: has 0 Null_Percentage and 100 Not_Null percentage ROW 3720: has 0 Null_Percentage and 100 Not_Null percentage ROW 3721: has 0 Null_Percentage and 100 Not_Null percentage ROW 3722: has 3 Null_Percentage and 96 Not_Null percentage ROW 3723: has 0 Null_Percentage and 100 Not_Null percentage ROW 3724: has 0 Null_Percentage and 100 Not_Null percentage ROW 3725: has 3 Null_Percentage and 96 Not_Null percentage ROW 3726: has 0 Null_Percentage and 100 Not_Null percentage ROW 3727: has 3 Null_Percentage and 96 Not_Null percentage ROW 3728: has 0 Null_Percentage and 100 Not_Null percentage ROW 3729: has 0 Null_Percentage and 100 Not_Null percentage ROW 3730: has 0 Null_Percentage and 100 Not_Null percentage ROW 3731: has 0 Null_Percentage and 100 Not_Null percentage ROW 3732: has 0 Null_Percentage and 100 Not_Null percentage ROW 3733: has 0 Null_Percentage and 100 Not_Null percentage ROW 3734: has 3 Null_Percentage and 96 Not_Null percentage ROW 3735: has 3 Null_Percentage and 96 Not_Null percentage ROW 3736: has 0 Null_Percentage and 100 Not_Null percentage ROW 3737: has 0 Null_Percentage and 100 Not_Null percentage ROW 3738: has 0 Null_Percentage and 100 Not_Null percentage ROW 3739: has 0 Null_Percentage and 100 Not_Null percentage ROW 3740: has 0 Null_Percentage and 100 Not_Null percentage ROW 3741: has 0 Null_Percentage and 100 Not_Null percentage ROW 3742: has 0 Null_Percentage and 100 Not_Null percentage ROW 3743: has 0 Null_Percentage and 100 Not_Null percentage ROW 3744: has 0 Null_Percentage and 100 Not_Null percentage ROW 3745: has 0 Null_Percentage and 100 Not_Null percentage ROW 3746: has 0 Null_Percentage and 100 Not_Null percentage ROW 3747: has 0 Null_Percentage and 100 Not_Null percentage ROW 3748: has 0 Null_Percentage and 100 Not_Null percentage ROW 3749: has 0 Null_Percentage and 100 Not_Null percentage ROW 3750: has 0 Null_Percentage and 100 Not_Null percentage ROW 3751: has 3 Null_Percentage and 96 Not_Null percentage ROW 3752: has 7 Null_Percentage and 92 Not_Null percentage ROW 3753: has 3 Null_Percentage and 96 Not_Null percentage ROW 3754: has 0 Null_Percentage and 100 Not_Null percentage ROW 3755: has 3 Null_Percentage and 96 Not_Null percentage ROW 3756: has 7 Null_Percentage and 92 Not_Null percentage ROW 3757: has 0 Null_Percentage and 100 Not_Null percentage ROW 3758: has 0 Null_Percentage and 100 Not_Null percentage ROW 3759: has 0 Null_Percentage and 100 Not_Null percentage ROW 3760: has 3 Null_Percentage and 96 Not_Null percentage ROW 3761: has 0 Null_Percentage and 100 Not_Null percentage ROW 3762: has 3 Null_Percentage and 96 Not_Null percentage ROW 3763: has 0 Null_Percentage and 100 Not_Null percentage ROW 3764: has 3 Null_Percentage and 96 Not_Null percentage ROW 3765: has 0 Null_Percentage and 100 Not_Null percentage ROW 3766: has 3 Null_Percentage and 96 Not_Null percentage ROW 3767: has 0 Null_Percentage and 100 Not_Null percentage ROW 3768: has 0 Null_Percentage and 100 Not_Null percentage ROW 3769: has 3 Null_Percentage and 96 Not_Null percentage ROW 3770: has 3 Null_Percentage and 96 Not_Null percentage ROW 3771: has 0 Null_Percentage and 100 Not_Null percentage ROW 3772: has 0 Null_Percentage and 100 Not_Null percentage ROW 3773: has 0 Null_Percentage and 100 Not_Null percentage ROW 3774: has 7 Null_Percentage and 92 Not_Null percentage ROW 3775: has 0 Null_Percentage and 100 Not_Null percentage ROW 3776: has 0 Null_Percentage and 100 Not_Null percentage ROW 3777: has 0 Null_Percentage and 100 Not_Null percentage ROW 3778: has 0 Null_Percentage and 100 Not_Null percentage ROW 3779: has 0 Null_Percentage and 100 Not_Null percentage ROW 3780: has 0 Null_Percentage and 100 Not_Null percentage ROW 3781: has 0 Null_Percentage and 100 Not_Null percentage ROW 3782: has 0 Null_Percentage and 100 Not_Null percentage ROW 3783: has 0 Null_Percentage and 100 Not_Null percentage ROW 3784: has 0 Null_Percentage and 100 Not_Null percentage ROW 3785: has 3 Null_Percentage and 96 Not_Null percentage ROW 3786: has 3 Null_Percentage and 96 Not_Null percentage ROW 3787: has 0 Null_Percentage and 100 Not_Null percentage ROW 3788: has 0 Null_Percentage and 100 Not_Null percentage ROW 3789: has 7 Null_Percentage and 92 Not_Null percentage ROW 3790: has 3 Null_Percentage and 96 Not_Null percentage ROW 3791: has 3 Null_Percentage and 96 Not_Null percentage ROW 3792: has 3 Null_Percentage and 96 Not_Null percentage ROW 3793: has 0 Null_Percentage and 100 Not_Null percentage ROW 3794: has 3 Null_Percentage and 96 Not_Null percentage ROW 3795: has 0 Null_Percentage and 100 Not_Null percentage ROW 3796: has 3 Null_Percentage and 96 Not_Null percentage ROW 3797: has 3 Null_Percentage and 96 Not_Null percentage ROW 3798: has 0 Null_Percentage and 100 Not_Null percentage ROW 3799: has 0 Null_Percentage and 100 Not_Null percentage ROW 3800: has 17 Null_Percentage and 82 Not_Null percentage ROW 3801: has 7 Null_Percentage and 92 Not_Null percentage ROW 3802: has 3 Null_Percentage and 96 Not_Null percentage ROW 3803: has 3 Null_Percentage and 96 Not_Null percentage ROW 3804: has 3 Null_Percentage and 96 Not_Null percentage ROW 3805: has 7 Null_Percentage and 92 Not_Null percentage ROW 3806: has 17 Null_Percentage and 82 Not_Null percentage ROW 3807: has 17 Null_Percentage and 82 Not_Null percentage ROW 3808: has 3 Null_Percentage and 96 Not_Null percentage ROW 3809: has 7 Null_Percentage and 92 Not_Null percentage ROW 3810: has 14 Null_Percentage and 85 Not_Null percentage ROW 3811: has 7 Null_Percentage and 92 Not_Null percentage ROW 3812: has 3 Null_Percentage and 96 Not_Null percentage ROW 3813: has 7 Null_Percentage and 92 Not_Null percentage ROW 3814: has 3 Null_Percentage and 96 Not_Null percentage ROW 3815: has 17 Null_Percentage and 82 Not_Null percentage ROW 3816: has 21 Null_Percentage and 78 Not_Null percentage ROW 3817: has 7 Null_Percentage and 92 Not_Null percentage ROW 3818: has 14 Null_Percentage and 85 Not_Null percentage ROW 3819: has 0 Null_Percentage and 100 Not_Null percentage ROW 3820: has 3 Null_Percentage and 96 Not_Null percentage ROW 3821: has 0 Null_Percentage and 100 Not_Null percentage ROW 3822: has 3 Null_Percentage and 96 Not_Null percentage ROW 3823: has 0 Null_Percentage and 100 Not_Null percentage ROW 3824: has 0 Null_Percentage and 100 Not_Null percentage ROW 3825: has 0 Null_Percentage and 100 Not_Null percentage ROW 3826: has 0 Null_Percentage and 100 Not_Null percentage ROW 3827: has 3 Null_Percentage and 96 Not_Null percentage ROW 3828: has 7 Null_Percentage and 92 Not_Null percentage ROW 3829: has 0 Null_Percentage and 100 Not_Null percentage ROW 3830: has 3 Null_Percentage and 96 Not_Null percentage ROW 3831: has 0 Null_Percentage and 100 Not_Null percentage ROW 3832: has 14 Null_Percentage and 85 Not_Null percentage ROW 3833: has 7 Null_Percentage and 92 Not_Null percentage ROW 3834: has 21 Null_Percentage and 78 Not_Null percentage ROW 3835: has 3 Null_Percentage and 96 Not_Null percentage ROW 3836: has 3 Null_Percentage and 96 Not_Null percentage ROW 3837: has 0 Null_Percentage and 100 Not_Null percentage ROW 3838: has 14 Null_Percentage and 85 Not_Null percentage ROW 3839: has 0 Null_Percentage and 100 Not_Null percentage ROW 3840: has 7 Null_Percentage and 92 Not_Null percentage ROW 3841: has 0 Null_Percentage and 100 Not_Null percentage ROW 3842: has 3 Null_Percentage and 96 Not_Null percentage ROW 3843: has 0 Null_Percentage and 100 Not_Null percentage ROW 3844: has 3 Null_Percentage and 96 Not_Null percentage ROW 3845: has 3 Null_Percentage and 96 Not_Null percentage ROW 3846: has 0 Null_Percentage and 100 Not_Null percentage ROW 3847: has 25 Null_Percentage and 75 Not_Null percentage ROW 3848: has 0 Null_Percentage and 100 Not_Null percentage ROW 3849: has 0 Null_Percentage and 100 Not_Null percentage ROW 3850: has 7 Null_Percentage and 92 Not_Null percentage ROW 3851: has 0 Null_Percentage and 100 Not_Null percentage ROW 3852: has 3 Null_Percentage and 96 Not_Null percentage ROW 3853: has 3 Null_Percentage and 96 Not_Null percentage ROW 3854: has 0 Null_Percentage and 100 Not_Null percentage ROW 3855: has 3 Null_Percentage and 96 Not_Null percentage ROW 3856: has 0 Null_Percentage and 100 Not_Null percentage ROW 3857: has 0 Null_Percentage and 100 Not_Null percentage ROW 3858: has 3 Null_Percentage and 96 Not_Null percentage ROW 3859: has 0 Null_Percentage and 100 Not_Null percentage ROW 3860: has 7 Null_Percentage and 92 Not_Null percentage ROW 3861: has 0 Null_Percentage and 100 Not_Null percentage ROW 3862: has 0 Null_Percentage and 100 Not_Null percentage ROW 3863: has 3 Null_Percentage and 96 Not_Null percentage ROW 3864: has 3 Null_Percentage and 96 Not_Null percentage ROW 3865: has 0 Null_Percentage and 100 Not_Null percentage ROW 3866: has 17 Null_Percentage and 82 Not_Null percentage ROW 3867: has 0 Null_Percentage and 100 Not_Null percentage ROW 3868: has 3 Null_Percentage and 96 Not_Null percentage ROW 3869: has 7 Null_Percentage and 92 Not_Null percentage ROW 3870: has 7 Null_Percentage and 92 Not_Null percentage ROW 3871: has 17 Null_Percentage and 82 Not_Null percentage ROW 3872: has 7 Null_Percentage and 92 Not_Null percentage ROW 3873: has 0 Null_Percentage and 100 Not_Null percentage ROW 3874: has 3 Null_Percentage and 96 Not_Null percentage ROW 3875: has 3 Null_Percentage and 96 Not_Null percentage ROW 3876: has 0 Null_Percentage and 100 Not_Null percentage ROW 3877: has 3 Null_Percentage and 96 Not_Null percentage ROW 3878: has 7 Null_Percentage and 92 Not_Null percentage ROW 3879: has 0 Null_Percentage and 100 Not_Null percentage ROW 3880: has 3 Null_Percentage and 96 Not_Null percentage ROW 3881: has 21 Null_Percentage and 78 Not_Null percentage ROW 3882: has 3 Null_Percentage and 96 Not_Null percentage ROW 3883: has 0 Null_Percentage and 100 Not_Null percentage ROW 3884: has 0 Null_Percentage and 100 Not_Null percentage ROW 3885: has 0 Null_Percentage and 100 Not_Null percentage ROW 3886: has 0 Null_Percentage and 100 Not_Null percentage ROW 3887: has 3 Null_Percentage and 96 Not_Null percentage ROW 3888: has 0 Null_Percentage and 100 Not_Null percentage ROW 3889: has 0 Null_Percentage and 100 Not_Null percentage ROW 3890: has 0 Null_Percentage and 100 Not_Null percentage ROW 3891: has 0 Null_Percentage and 100 Not_Null percentage ROW 3892: has 0 Null_Percentage and 100 Not_Null percentage ROW 3893: has 0 Null_Percentage and 100 Not_Null percentage ROW 3894: has 0 Null_Percentage and 100 Not_Null percentage ROW 3895: has 7 Null_Percentage and 92 Not_Null percentage ROW 3896: has 3 Null_Percentage and 96 Not_Null percentage ROW 3897: has 3 Null_Percentage and 96 Not_Null percentage ROW 3898: has 0 Null_Percentage and 100 Not_Null percentage ROW 3899: has 3 Null_Percentage and 96 Not_Null percentage ROW 3900: has 17 Null_Percentage and 82 Not_Null percentage ROW 3901: has 0 Null_Percentage and 100 Not_Null percentage ROW 3902: has 0 Null_Percentage and 100 Not_Null percentage ROW 3903: has 3 Null_Percentage and 96 Not_Null percentage ROW 3904: has 3 Null_Percentage and 96 Not_Null percentage ROW 3905: has 0 Null_Percentage and 100 Not_Null percentage ROW 3906: has 0 Null_Percentage and 100 Not_Null percentage ROW 3907: has 0 Null_Percentage and 100 Not_Null percentage ROW 3908: has 0 Null_Percentage and 100 Not_Null percentage ROW 3909: has 0 Null_Percentage and 100 Not_Null percentage ROW 3910: has 0 Null_Percentage and 100 Not_Null percentage ROW 3911: has 0 Null_Percentage and 100 Not_Null percentage ROW 3912: has 3 Null_Percentage and 96 Not_Null percentage ROW 3913: has 0 Null_Percentage and 100 Not_Null percentage ROW 3914: has 3 Null_Percentage and 96 Not_Null percentage ROW 3915: has 0 Null_Percentage and 100 Not_Null percentage ROW 3916: has 0 Null_Percentage and 100 Not_Null percentage ROW 3917: has 0 Null_Percentage and 100 Not_Null percentage ROW 3918: has 0 Null_Percentage and 100 Not_Null percentage ROW 3919: has 3 Null_Percentage and 96 Not_Null percentage ROW 3920: has 3 Null_Percentage and 96 Not_Null percentage ROW 3921: has 0 Null_Percentage and 100 Not_Null percentage ROW 3922: has 0 Null_Percentage and 100 Not_Null percentage ROW 3923: has 0 Null_Percentage and 100 Not_Null percentage ROW 3924: has 0 Null_Percentage and 100 Not_Null percentage ROW 3925: has 0 Null_Percentage and 100 Not_Null percentage ROW 3926: has 0 Null_Percentage and 100 Not_Null percentage ROW 3927: has 0 Null_Percentage and 100 Not_Null percentage ROW 3928: has 0 Null_Percentage and 100 Not_Null percentage ROW 3929: has 3 Null_Percentage and 96 Not_Null percentage ROW 3930: has 0 Null_Percentage and 100 Not_Null percentage ROW 3931: has 0 Null_Percentage and 100 Not_Null percentage ROW 3932: has 0 Null_Percentage and 100 Not_Null percentage ROW 3933: has 3 Null_Percentage and 96 Not_Null percentage ROW 3934: has 3 Null_Percentage and 96 Not_Null percentage ROW 3935: has 0 Null_Percentage and 100 Not_Null percentage ROW 3936: has 0 Null_Percentage and 100 Not_Null percentage ROW 3937: has 7 Null_Percentage and 92 Not_Null percentage ROW 3938: has 0 Null_Percentage and 100 Not_Null percentage ROW 3939: has 0 Null_Percentage and 100 Not_Null percentage ROW 3940: has 0 Null_Percentage and 100 Not_Null percentage ROW 3941: has 0 Null_Percentage and 100 Not_Null percentage ROW 3942: has 0 Null_Percentage and 100 Not_Null percentage ROW 3943: has 3 Null_Percentage and 96 Not_Null percentage ROW 3944: has 0 Null_Percentage and 100 Not_Null percentage ROW 3945: has 0 Null_Percentage and 100 Not_Null percentage ROW 3946: has 3 Null_Percentage and 96 Not_Null percentage ROW 3947: has 0 Null_Percentage and 100 Not_Null percentage ROW 3948: has 3 Null_Percentage and 96 Not_Null percentage ROW 3949: has 0 Null_Percentage and 100 Not_Null percentage ROW 3950: has 0 Null_Percentage and 100 Not_Null percentage ROW 3951: has 17 Null_Percentage and 82 Not_Null percentage ROW 3952: has 0 Null_Percentage and 100 Not_Null percentage ROW 3953: has 0 Null_Percentage and 100 Not_Null percentage ROW 3954: has 3 Null_Percentage and 96 Not_Null percentage ROW 3955: has 3 Null_Percentage and 96 Not_Null percentage ROW 3956: has 7 Null_Percentage and 92 Not_Null percentage ROW 3957: has 10 Null_Percentage and 89 Not_Null percentage ROW 3958: has 3 Null_Percentage and 96 Not_Null percentage ROW 3959: has 3 Null_Percentage and 96 Not_Null percentage ROW 3960: has 3 Null_Percentage and 96 Not_Null percentage ROW 3961: has 7 Null_Percentage and 92 Not_Null percentage ROW 3962: has 3 Null_Percentage and 96 Not_Null percentage ROW 3963: has 7 Null_Percentage and 92 Not_Null percentage ROW 3964: has 7 Null_Percentage and 92 Not_Null percentage ROW 3965: has 7 Null_Percentage and 92 Not_Null percentage ROW 3966: has 7 Null_Percentage and 92 Not_Null percentage ROW 3967: has 3 Null_Percentage and 96 Not_Null percentage ROW 3968: has 3 Null_Percentage and 96 Not_Null percentage ROW 3969: has 3 Null_Percentage and 96 Not_Null percentage ROW 3970: has 0 Null_Percentage and 100 Not_Null percentage ROW 3971: has 0 Null_Percentage and 100 Not_Null percentage ROW 3972: has 0 Null_Percentage and 100 Not_Null percentage ROW 3973: has 7 Null_Percentage and 92 Not_Null percentage ROW 3974: has 0 Null_Percentage and 100 Not_Null percentage ROW 3975: has 3 Null_Percentage and 96 Not_Null percentage ROW 3976: has 3 Null_Percentage and 96 Not_Null percentage ROW 3977: has 0 Null_Percentage and 100 Not_Null percentage ROW 3978: has 0 Null_Percentage and 100 Not_Null percentage ROW 3979: has 0 Null_Percentage and 100 Not_Null percentage ROW 3980: has 0 Null_Percentage and 100 Not_Null percentage ROW 3981: has 0 Null_Percentage and 100 Not_Null percentage ROW 3982: has 17 Null_Percentage and 82 Not_Null percentage ROW 3983: has 3 Null_Percentage and 96 Not_Null percentage ROW 3984: has 0 Null_Percentage and 100 Not_Null percentage ROW 3985: has 0 Null_Percentage and 100 Not_Null percentage ROW 3986: has 3 Null_Percentage and 96 Not_Null percentage ROW 3987: has 0 Null_Percentage and 100 Not_Null percentage ROW 3988: has 0 Null_Percentage and 100 Not_Null percentage ROW 3989: has 17 Null_Percentage and 82 Not_Null percentage ROW 3990: has 0 Null_Percentage and 100 Not_Null percentage ROW 3991: has 3 Null_Percentage and 96 Not_Null percentage ROW 3992: has 3 Null_Percentage and 96 Not_Null percentage ROW 3993: has 3 Null_Percentage and 96 Not_Null percentage ROW 3994: has 3 Null_Percentage and 96 Not_Null percentage ROW 3995: has 3 Null_Percentage and 96 Not_Null percentage ROW 3996: has 0 Null_Percentage and 100 Not_Null percentage ROW 3997: has 0 Null_Percentage and 100 Not_Null percentage ROW 3998: has 0 Null_Percentage and 100 Not_Null percentage ROW 3999: has 0 Null_Percentage and 100 Not_Null percentage ROW 4000: has 0 Null_Percentage and 100 Not_Null percentage ROW 4001: has 3 Null_Percentage and 96 Not_Null percentage ROW 4002: has 7 Null_Percentage and 92 Not_Null percentage ROW 4003: has 0 Null_Percentage and 100 Not_Null percentage ROW 4004: has 0 Null_Percentage and 100 Not_Null percentage ROW 4005: has 3 Null_Percentage and 96 Not_Null percentage ROW 4006: has 0 Null_Percentage and 100 Not_Null percentage ROW 4007: has 0 Null_Percentage and 100 Not_Null percentage ROW 4008: has 0 Null_Percentage and 100 Not_Null percentage ROW 4009: has 0 Null_Percentage and 100 Not_Null percentage ROW 4010: has 0 Null_Percentage and 100 Not_Null percentage ROW 4011: has 0 Null_Percentage and 100 Not_Null percentage ROW 4012: has 3 Null_Percentage and 96 Not_Null percentage ROW 4013: has 7 Null_Percentage and 92 Not_Null percentage ROW 4014: has 3 Null_Percentage and 96 Not_Null percentage ROW 4015: has 25 Null_Percentage and 75 Not_Null percentage ROW 4016: has 7 Null_Percentage and 92 Not_Null percentage ROW 4017: has 7 Null_Percentage and 92 Not_Null percentage ROW 4018: has 10 Null_Percentage and 89 Not_Null percentage ROW 4019: has 3 Null_Percentage and 96 Not_Null percentage ROW 4020: has 3 Null_Percentage and 96 Not_Null percentage ROW 4021: has 10 Null_Percentage and 89 Not_Null percentage ROW 4022: has 3 Null_Percentage and 96 Not_Null percentage ROW 4023: has 3 Null_Percentage and 96 Not_Null percentage ROW 4024: has 0 Null_Percentage and 100 Not_Null percentage ROW 4025: has 0 Null_Percentage and 100 Not_Null percentage ROW 4026: has 7 Null_Percentage and 92 Not_Null percentage ROW 4027: has 0 Null_Percentage and 100 Not_Null percentage ROW 4028: has 0 Null_Percentage and 100 Not_Null percentage ROW 4029: has 0 Null_Percentage and 100 Not_Null percentage ROW 4030: has 0 Null_Percentage and 100 Not_Null percentage ROW 4031: has 7 Null_Percentage and 92 Not_Null percentage ROW 4032: has 3 Null_Percentage and 96 Not_Null percentage ROW 4033: has 0 Null_Percentage and 100 Not_Null percentage ROW 4034: has 3 Null_Percentage and 96 Not_Null percentage ROW 4035: has 0 Null_Percentage and 100 Not_Null percentage ROW 4036: has 3 Null_Percentage and 96 Not_Null percentage ROW 4037: has 7 Null_Percentage and 92 Not_Null percentage ROW 4038: has 3 Null_Percentage and 96 Not_Null percentage ROW 4039: has 3 Null_Percentage and 96 Not_Null percentage ROW 4040: has 3 Null_Percentage and 96 Not_Null percentage ROW 4041: has 3 Null_Percentage and 96 Not_Null percentage ROW 4042: has 3 Null_Percentage and 96 Not_Null percentage ROW 4043: has 0 Null_Percentage and 100 Not_Null percentage ROW 4044: has 0 Null_Percentage and 100 Not_Null percentage ROW 4045: has 3 Null_Percentage and 96 Not_Null percentage ROW 4046: has 0 Null_Percentage and 100 Not_Null percentage ROW 4047: has 0 Null_Percentage and 100 Not_Null percentage ROW 4048: has 3 Null_Percentage and 96 Not_Null percentage ROW 4049: has 3 Null_Percentage and 96 Not_Null percentage ROW 4050: has 0 Null_Percentage and 100 Not_Null percentage ROW 4051: has 0 Null_Percentage and 100 Not_Null percentage ROW 4052: has 0 Null_Percentage and 100 Not_Null percentage ROW 4053: has 0 Null_Percentage and 100 Not_Null percentage ROW 4054: has 0 Null_Percentage and 100 Not_Null percentage ROW 4055: has 3 Null_Percentage and 96 Not_Null percentage ROW 4056: has 0 Null_Percentage and 100 Not_Null percentage ROW 4057: has 0 Null_Percentage and 100 Not_Null percentage ROW 4058: has 0 Null_Percentage and 100 Not_Null percentage ROW 4059: has 0 Null_Percentage and 100 Not_Null percentage ROW 4060: has 0 Null_Percentage and 100 Not_Null percentage ROW 4061: has 3 Null_Percentage and 96 Not_Null percentage ROW 4062: has 3 Null_Percentage and 96 Not_Null percentage ROW 4063: has 0 Null_Percentage and 100 Not_Null percentage ROW 4064: has 3 Null_Percentage and 96 Not_Null percentage ROW 4065: has 0 Null_Percentage and 100 Not_Null percentage ROW 4066: has 0 Null_Percentage and 100 Not_Null percentage ROW 4067: has 0 Null_Percentage and 100 Not_Null percentage ROW 4068: has 3 Null_Percentage and 96 Not_Null percentage ROW 4069: has 3 Null_Percentage and 96 Not_Null percentage ROW 4070: has 0 Null_Percentage and 100 Not_Null percentage ROW 4071: has 3 Null_Percentage and 96 Not_Null percentage ROW 4072: has 0 Null_Percentage and 100 Not_Null percentage ROW 4073: has 3 Null_Percentage and 96 Not_Null percentage ROW 4074: has 7 Null_Percentage and 92 Not_Null percentage ROW 4075: has 0 Null_Percentage and 100 Not_Null percentage ROW 4076: has 3 Null_Percentage and 96 Not_Null percentage ROW 4077: has 3 Null_Percentage and 96 Not_Null percentage ROW 4078: has 3 Null_Percentage and 96 Not_Null percentage ROW 4079: has 17 Null_Percentage and 82 Not_Null percentage ROW 4080: has 3 Null_Percentage and 96 Not_Null percentage ROW 4081: has 0 Null_Percentage and 100 Not_Null percentage ROW 4082: has 0 Null_Percentage and 100 Not_Null percentage ROW 4083: has 0 Null_Percentage and 100 Not_Null percentage ROW 4084: has 0 Null_Percentage and 100 Not_Null percentage ROW 4085: has 7 Null_Percentage and 92 Not_Null percentage ROW 4086: has 0 Null_Percentage and 100 Not_Null percentage ROW 4087: has 25 Null_Percentage and 75 Not_Null percentage ROW 4088: has 3 Null_Percentage and 96 Not_Null percentage ROW 4089: has 0 Null_Percentage and 100 Not_Null percentage ROW 4090: has 0 Null_Percentage and 100 Not_Null percentage ROW 4091: has 0 Null_Percentage and 100 Not_Null percentage ROW 4092: has 3 Null_Percentage and 96 Not_Null percentage ROW 4093: has 3 Null_Percentage and 96 Not_Null percentage ROW 4094: has 0 Null_Percentage and 100 Not_Null percentage ROW 4095: has 0 Null_Percentage and 100 Not_Null percentage ROW 4096: has 3 Null_Percentage and 96 Not_Null percentage ROW 4097: has 0 Null_Percentage and 100 Not_Null percentage ROW 4098: has 0 Null_Percentage and 100 Not_Null percentage ROW 4099: has 0 Null_Percentage and 100 Not_Null percentage ROW 4100: has 3 Null_Percentage and 96 Not_Null percentage ROW 4101: has 0 Null_Percentage and 100 Not_Null percentage ROW 4102: has 3 Null_Percentage and 96 Not_Null percentage ROW 4103: has 0 Null_Percentage and 100 Not_Null percentage ROW 4104: has 0 Null_Percentage and 100 Not_Null percentage ROW 4105: has 0 Null_Percentage and 100 Not_Null percentage ROW 4106: has 0 Null_Percentage and 100 Not_Null percentage ROW 4107: has 0 Null_Percentage and 100 Not_Null percentage ROW 4108: has 7 Null_Percentage and 92 Not_Null percentage ROW 4109: has 3 Null_Percentage and 96 Not_Null percentage ROW 4110: has 7 Null_Percentage and 92 Not_Null percentage ROW 4111: has 3 Null_Percentage and 96 Not_Null percentage ROW 4112: has 3 Null_Percentage and 96 Not_Null percentage ROW 4113: has 21 Null_Percentage and 78 Not_Null percentage ROW 4114: has 0 Null_Percentage and 100 Not_Null percentage ROW 4115: has 21 Null_Percentage and 78 Not_Null percentage ROW 4116: has 10 Null_Percentage and 89 Not_Null percentage ROW 4117: has 0 Null_Percentage and 100 Not_Null percentage ROW 4118: has 0 Null_Percentage and 100 Not_Null percentage ROW 4119: has 21 Null_Percentage and 78 Not_Null percentage ROW 4120: has 0 Null_Percentage and 100 Not_Null percentage ROW 4121: has 7 Null_Percentage and 92 Not_Null percentage ROW 4122: has 0 Null_Percentage and 100 Not_Null percentage ROW 4123: has 0 Null_Percentage and 100 Not_Null percentage ROW 4124: has 0 Null_Percentage and 100 Not_Null percentage ROW 4125: has 3 Null_Percentage and 96 Not_Null percentage ROW 4126: has 7 Null_Percentage and 92 Not_Null percentage ROW 4127: has 3 Null_Percentage and 96 Not_Null percentage ROW 4128: has 0 Null_Percentage and 100 Not_Null percentage ROW 4129: has 7 Null_Percentage and 92 Not_Null percentage ROW 4130: has 3 Null_Percentage and 96 Not_Null percentage ROW 4131: has 7 Null_Percentage and 92 Not_Null percentage ROW 4132: has 7 Null_Percentage and 92 Not_Null percentage ROW 4133: has 3 Null_Percentage and 96 Not_Null percentage ROW 4134: has 3 Null_Percentage and 96 Not_Null percentage ROW 4135: has 3 Null_Percentage and 96 Not_Null percentage ROW 4136: has 10 Null_Percentage and 89 Not_Null percentage ROW 4137: has 7 Null_Percentage and 92 Not_Null percentage ROW 4138: has 10 Null_Percentage and 89 Not_Null percentage ROW 4139: has 7 Null_Percentage and 92 Not_Null percentage ROW 4140: has 7 Null_Percentage and 92 Not_Null percentage ROW 4141: has 0 Null_Percentage and 100 Not_Null percentage ROW 4142: has 3 Null_Percentage and 96 Not_Null percentage ROW 4143: has 7 Null_Percentage and 92 Not_Null percentage ROW 4144: has 0 Null_Percentage and 100 Not_Null percentage ROW 4145: has 3 Null_Percentage and 96 Not_Null percentage ROW 4146: has 10 Null_Percentage and 89 Not_Null percentage ROW 4147: has 0 Null_Percentage and 100 Not_Null percentage ROW 4148: has 10 Null_Percentage and 89 Not_Null percentage ROW 4149: has 3 Null_Percentage and 96 Not_Null percentage ROW 4150: has 3 Null_Percentage and 96 Not_Null percentage ROW 4151: has 0 Null_Percentage and 100 Not_Null percentage ROW 4152: has 7 Null_Percentage and 92 Not_Null percentage ROW 4153: has 3 Null_Percentage and 96 Not_Null percentage ROW 4154: has 0 Null_Percentage and 100 Not_Null percentage ROW 4155: has 0 Null_Percentage and 100 Not_Null percentage ROW 4156: has 0 Null_Percentage and 100 Not_Null percentage ROW 4157: has 0 Null_Percentage and 100 Not_Null percentage ROW 4158: has 0 Null_Percentage and 100 Not_Null percentage ROW 4159: has 0 Null_Percentage and 100 Not_Null percentage ROW 4160: has 3 Null_Percentage and 96 Not_Null percentage ROW 4161: has 0 Null_Percentage and 100 Not_Null percentage ROW 4162: has 3 Null_Percentage and 96 Not_Null percentage ROW 4163: has 14 Null_Percentage and 85 Not_Null percentage ROW 4164: has 7 Null_Percentage and 92 Not_Null percentage ROW 4165: has 3 Null_Percentage and 96 Not_Null percentage ROW 4166: has 7 Null_Percentage and 92 Not_Null percentage ROW 4167: has 3 Null_Percentage and 96 Not_Null percentage ROW 4168: has 0 Null_Percentage and 100 Not_Null percentage ROW 4169: has 0 Null_Percentage and 100 Not_Null percentage ROW 4170: has 3 Null_Percentage and 96 Not_Null percentage ROW 4171: has 0 Null_Percentage and 100 Not_Null percentage ROW 4172: has 3 Null_Percentage and 96 Not_Null percentage ROW 4173: has 0 Null_Percentage and 100 Not_Null percentage ROW 4174: has 7 Null_Percentage and 92 Not_Null percentage ROW 4175: has 0 Null_Percentage and 100 Not_Null percentage ROW 4176: has 7 Null_Percentage and 92 Not_Null percentage ROW 4177: has 3 Null_Percentage and 96 Not_Null percentage ROW 4178: has 3 Null_Percentage and 96 Not_Null percentage ROW 4179: has 10 Null_Percentage and 89 Not_Null percentage ROW 4180: has 0 Null_Percentage and 100 Not_Null percentage ROW 4181: has 0 Null_Percentage and 100 Not_Null percentage ROW 4182: has 0 Null_Percentage and 100 Not_Null percentage ROW 4183: has 0 Null_Percentage and 100 Not_Null percentage ROW 4184: has 0 Null_Percentage and 100 Not_Null percentage ROW 4185: has 3 Null_Percentage and 96 Not_Null percentage ROW 4186: has 3 Null_Percentage and 96 Not_Null percentage ROW 4187: has 0 Null_Percentage and 100 Not_Null percentage ROW 4188: has 0 Null_Percentage and 100 Not_Null percentage ROW 4189: has 0 Null_Percentage and 100 Not_Null percentage ROW 4190: has 0 Null_Percentage and 100 Not_Null percentage ROW 4191: has 7 Null_Percentage and 92 Not_Null percentage ROW 4192: has 0 Null_Percentage and 100 Not_Null percentage ROW 4193: has 3 Null_Percentage and 96 Not_Null percentage ROW 4194: has 3 Null_Percentage and 96 Not_Null percentage ROW 4195: has 0 Null_Percentage and 100 Not_Null percentage ROW 4196: has 0 Null_Percentage and 100 Not_Null percentage ROW 4197: has 0 Null_Percentage and 100 Not_Null percentage ROW 4198: has 7 Null_Percentage and 92 Not_Null percentage ROW 4199: has 0 Null_Percentage and 100 Not_Null percentage ROW 4200: has 0 Null_Percentage and 100 Not_Null percentage ROW 4201: has 7 Null_Percentage and 92 Not_Null percentage ROW 4202: has 0 Null_Percentage and 100 Not_Null percentage ROW 4203: has 0 Null_Percentage and 100 Not_Null percentage ROW 4204: has 0 Null_Percentage and 100 Not_Null percentage ROW 4205: has 0 Null_Percentage and 100 Not_Null percentage ROW 4206: has 0 Null_Percentage and 100 Not_Null percentage ROW 4207: has 0 Null_Percentage and 100 Not_Null percentage ROW 4208: has 0 Null_Percentage and 100 Not_Null percentage ROW 4209: has 7 Null_Percentage and 92 Not_Null percentage ROW 4210: has 3 Null_Percentage and 96 Not_Null percentage ROW 4211: has 14 Null_Percentage and 85 Not_Null percentage ROW 4212: has 0 Null_Percentage and 100 Not_Null percentage ROW 4213: has 0 Null_Percentage and 100 Not_Null percentage ROW 4214: has 3 Null_Percentage and 96 Not_Null percentage ROW 4215: has 14 Null_Percentage and 85 Not_Null percentage ROW 4216: has 0 Null_Percentage and 100 Not_Null percentage ROW 4217: has 3 Null_Percentage and 96 Not_Null percentage ROW 4218: has 3 Null_Percentage and 96 Not_Null percentage ROW 4219: has 0 Null_Percentage and 100 Not_Null percentage ROW 4220: has 3 Null_Percentage and 96 Not_Null percentage ROW 4221: has 3 Null_Percentage and 96 Not_Null percentage ROW 4222: has 3 Null_Percentage and 96 Not_Null percentage ROW 4223: has 10 Null_Percentage and 89 Not_Null percentage ROW 4224: has 7 Null_Percentage and 92 Not_Null percentage ROW 4225: has 7 Null_Percentage and 92 Not_Null percentage ROW 4226: has 3 Null_Percentage and 96 Not_Null percentage ROW 4227: has 14 Null_Percentage and 85 Not_Null percentage ROW 4228: has 0 Null_Percentage and 100 Not_Null percentage ROW 4229: has 0 Null_Percentage and 100 Not_Null percentage ROW 4230: has 0 Null_Percentage and 100 Not_Null percentage ROW 4231: has 3 Null_Percentage and 96 Not_Null percentage ROW 4232: has 7 Null_Percentage and 92 Not_Null percentage ROW 4233: has 3 Null_Percentage and 96 Not_Null percentage ROW 4234: has 10 Null_Percentage and 89 Not_Null percentage ROW 4235: has 7 Null_Percentage and 92 Not_Null percentage ROW 4236: has 10 Null_Percentage and 89 Not_Null percentage ROW 4237: has 3 Null_Percentage and 96 Not_Null percentage ROW 4238: has 0 Null_Percentage and 100 Not_Null percentage ROW 4239: has 3 Null_Percentage and 96 Not_Null percentage ROW 4240: has 0 Null_Percentage and 100 Not_Null percentage ROW 4241: has 3 Null_Percentage and 96 Not_Null percentage ROW 4242: has 3 Null_Percentage and 96 Not_Null percentage ROW 4243: has 10 Null_Percentage and 89 Not_Null percentage ROW 4244: has 10 Null_Percentage and 89 Not_Null percentage ROW 4245: has 14 Null_Percentage and 85 Not_Null percentage ROW 4246: has 10 Null_Percentage and 89 Not_Null percentage ROW 4247: has 0 Null_Percentage and 100 Not_Null percentage ROW 4248: has 0 Null_Percentage and 100 Not_Null percentage ROW 4249: has 21 Null_Percentage and 78 Not_Null percentage ROW 4250: has 3 Null_Percentage and 96 Not_Null percentage ROW 4251: has 0 Null_Percentage and 100 Not_Null percentage ROW 4252: has 3 Null_Percentage and 96 Not_Null percentage ROW 4253: has 3 Null_Percentage and 96 Not_Null percentage ROW 4254: has 0 Null_Percentage and 100 Not_Null percentage ROW 4255: has 0 Null_Percentage and 100 Not_Null percentage ROW 4256: has 3 Null_Percentage and 96 Not_Null percentage ROW 4257: has 0 Null_Percentage and 100 Not_Null percentage ROW 4258: has 0 Null_Percentage and 100 Not_Null percentage ROW 4259: has 0 Null_Percentage and 100 Not_Null percentage ROW 4260: has 0 Null_Percentage and 100 Not_Null percentage ROW 4261: has 3 Null_Percentage and 96 Not_Null percentage ROW 4262: has 3 Null_Percentage and 96 Not_Null percentage ROW 4263: has 0 Null_Percentage and 100 Not_Null percentage ROW 4264: has 0 Null_Percentage and 100 Not_Null percentage ROW 4265: has 3 Null_Percentage and 96 Not_Null percentage ROW 4266: has 0 Null_Percentage and 100 Not_Null percentage ROW 4267: has 0 Null_Percentage and 100 Not_Null percentage ROW 4268: has 0 Null_Percentage and 100 Not_Null percentage ROW 4269: has 3 Null_Percentage and 96 Not_Null percentage ROW 4270: has 0 Null_Percentage and 100 Not_Null percentage ROW 4271: has 3 Null_Percentage and 96 Not_Null percentage ROW 4272: has 3 Null_Percentage and 96 Not_Null percentage ROW 4273: has 0 Null_Percentage and 100 Not_Null percentage ROW 4274: has 3 Null_Percentage and 96 Not_Null percentage ROW 4275: has 0 Null_Percentage and 100 Not_Null percentage ROW 4276: has 3 Null_Percentage and 96 Not_Null percentage ROW 4277: has 0 Null_Percentage and 100 Not_Null percentage ROW 4278: has 0 Null_Percentage and 100 Not_Null percentage ROW 4279: has 0 Null_Percentage and 100 Not_Null percentage ROW 4280: has 0 Null_Percentage and 100 Not_Null percentage ROW 4281: has 17 Null_Percentage and 82 Not_Null percentage ROW 4282: has 0 Null_Percentage and 100 Not_Null percentage ROW 4283: has 0 Null_Percentage and 100 Not_Null percentage ROW 4284: has 0 Null_Percentage and 100 Not_Null percentage ROW 4285: has 0 Null_Percentage and 100 Not_Null percentage ROW 4286: has 3 Null_Percentage and 96 Not_Null percentage ROW 4287: has 0 Null_Percentage and 100 Not_Null percentage ROW 4288: has 21 Null_Percentage and 78 Not_Null percentage ROW 4289: has 0 Null_Percentage and 100 Not_Null percentage ROW 4290: has 3 Null_Percentage and 96 Not_Null percentage ROW 4291: has 0 Null_Percentage and 100 Not_Null percentage ROW 4292: has 3 Null_Percentage and 96 Not_Null percentage ROW 4293: has 7 Null_Percentage and 92 Not_Null percentage ROW 4294: has 0 Null_Percentage and 100 Not_Null percentage ROW 4295: has 3 Null_Percentage and 96 Not_Null percentage ROW 4296: has 0 Null_Percentage and 100 Not_Null percentage ROW 4297: has 3 Null_Percentage and 96 Not_Null percentage ROW 4298: has 0 Null_Percentage and 100 Not_Null percentage ROW 4299: has 17 Null_Percentage and 82 Not_Null percentage ROW 4300: has 3 Null_Percentage and 96 Not_Null percentage ROW 4301: has 0 Null_Percentage and 100 Not_Null percentage ROW 4302: has 7 Null_Percentage and 92 Not_Null percentage ROW 4303: has 0 Null_Percentage and 100 Not_Null percentage ROW 4304: has 17 Null_Percentage and 82 Not_Null percentage ROW 4305: has 3 Null_Percentage and 96 Not_Null percentage ROW 4306: has 7 Null_Percentage and 92 Not_Null percentage ROW 4307: has 7 Null_Percentage and 92 Not_Null percentage ROW 4308: has 3 Null_Percentage and 96 Not_Null percentage ROW 4309: has 3 Null_Percentage and 96 Not_Null percentage ROW 4310: has 3 Null_Percentage and 96 Not_Null percentage ROW 4311: has 0 Null_Percentage and 100 Not_Null percentage ROW 4312: has 0 Null_Percentage and 100 Not_Null percentage ROW 4313: has 0 Null_Percentage and 100 Not_Null percentage ROW 4314: has 10 Null_Percentage and 89 Not_Null percentage ROW 4315: has 3 Null_Percentage and 96 Not_Null percentage ROW 4316: has 3 Null_Percentage and 96 Not_Null percentage ROW 4317: has 7 Null_Percentage and 92 Not_Null percentage ROW 4318: has 0 Null_Percentage and 100 Not_Null percentage ROW 4319: has 3 Null_Percentage and 96 Not_Null percentage ROW 4320: has 3 Null_Percentage and 96 Not_Null percentage ROW 4321: has 7 Null_Percentage and 92 Not_Null percentage ROW 4322: has 3 Null_Percentage and 96 Not_Null percentage ROW 4323: has 21 Null_Percentage and 78 Not_Null percentage ROW 4324: has 3 Null_Percentage and 96 Not_Null percentage ROW 4325: has 10 Null_Percentage and 89 Not_Null percentage ROW 4326: has 3 Null_Percentage and 96 Not_Null percentage ROW 4327: has 21 Null_Percentage and 78 Not_Null percentage ROW 4328: has 0 Null_Percentage and 100 Not_Null percentage ROW 4329: has 3 Null_Percentage and 96 Not_Null percentage ROW 4330: has 3 Null_Percentage and 96 Not_Null percentage ROW 4331: has 7 Null_Percentage and 92 Not_Null percentage ROW 4332: has 7 Null_Percentage and 92 Not_Null percentage ROW 4333: has 0 Null_Percentage and 100 Not_Null percentage ROW 4334: has 7 Null_Percentage and 92 Not_Null percentage ROW 4335: has 7 Null_Percentage and 92 Not_Null percentage ROW 4336: has 7 Null_Percentage and 92 Not_Null percentage ROW 4337: has 3 Null_Percentage and 96 Not_Null percentage ROW 4338: has 10 Null_Percentage and 89 Not_Null percentage ROW 4339: has 7 Null_Percentage and 92 Not_Null percentage ROW 4340: has 7 Null_Percentage and 92 Not_Null percentage ROW 4341: has 14 Null_Percentage and 85 Not_Null percentage ROW 4342: has 7 Null_Percentage and 92 Not_Null percentage ROW 4343: has 0 Null_Percentage and 100 Not_Null percentage ROW 4344: has 0 Null_Percentage and 100 Not_Null percentage ROW 4345: has 3 Null_Percentage and 96 Not_Null percentage ROW 4346: has 0 Null_Percentage and 100 Not_Null percentage ROW 4347: has 3 Null_Percentage and 96 Not_Null percentage ROW 4348: has 7 Null_Percentage and 92 Not_Null percentage ROW 4349: has 0 Null_Percentage and 100 Not_Null percentage ROW 4350: has 0 Null_Percentage and 100 Not_Null percentage ROW 4351: has 10 Null_Percentage and 89 Not_Null percentage ROW 4352: has 0 Null_Percentage and 100 Not_Null percentage ROW 4353: has 0 Null_Percentage and 100 Not_Null percentage ROW 4354: has 17 Null_Percentage and 82 Not_Null percentage ROW 4355: has 0 Null_Percentage and 100 Not_Null percentage ROW 4356: has 0 Null_Percentage and 100 Not_Null percentage ROW 4357: has 3 Null_Percentage and 96 Not_Null percentage ROW 4358: has 3 Null_Percentage and 96 Not_Null percentage ROW 4359: has 3 Null_Percentage and 96 Not_Null percentage ROW 4360: has 0 Null_Percentage and 100 Not_Null percentage ROW 4361: has 0 Null_Percentage and 100 Not_Null percentage ROW 4362: has 3 Null_Percentage and 96 Not_Null percentage ROW 4363: has 0 Null_Percentage and 100 Not_Null percentage ROW 4364: has 3 Null_Percentage and 96 Not_Null percentage ROW 4365: has 14 Null_Percentage and 85 Not_Null percentage ROW 4366: has 3 Null_Percentage and 96 Not_Null percentage ROW 4367: has 3 Null_Percentage and 96 Not_Null percentage ROW 4368: has 3 Null_Percentage and 96 Not_Null percentage ROW 4369: has 3 Null_Percentage and 96 Not_Null percentage ROW 4370: has 10 Null_Percentage and 89 Not_Null percentage ROW 4371: has 3 Null_Percentage and 96 Not_Null percentage ROW 4372: has 25 Null_Percentage and 75 Not_Null percentage ROW 4373: has 7 Null_Percentage and 92 Not_Null percentage ROW 4374: has 3 Null_Percentage and 96 Not_Null percentage ROW 4375: has 0 Null_Percentage and 100 Not_Null percentage ROW 4376: has 0 Null_Percentage and 100 Not_Null percentage ROW 4377: has 7 Null_Percentage and 92 Not_Null percentage ROW 4378: has 3 Null_Percentage and 96 Not_Null percentage ROW 4379: has 3 Null_Percentage and 96 Not_Null percentage ROW 4380: has 3 Null_Percentage and 96 Not_Null percentage ROW 4381: has 0 Null_Percentage and 100 Not_Null percentage ROW 4382: has 0 Null_Percentage and 100 Not_Null percentage ROW 4383: has 0 Null_Percentage and 100 Not_Null percentage ROW 4384: has 0 Null_Percentage and 100 Not_Null percentage ROW 4385: has 0 Null_Percentage and 100 Not_Null percentage ROW 4386: has 0 Null_Percentage and 100 Not_Null percentage ROW 4387: has 3 Null_Percentage and 96 Not_Null percentage ROW 4388: has 3 Null_Percentage and 96 Not_Null percentage ROW 4389: has 3 Null_Percentage and 96 Not_Null percentage ROW 4390: has 7 Null_Percentage and 92 Not_Null percentage ROW 4391: has 3 Null_Percentage and 96 Not_Null percentage ROW 4392: has 7 Null_Percentage and 92 Not_Null percentage ROW 4393: has 0 Null_Percentage and 100 Not_Null percentage ROW 4394: has 7 Null_Percentage and 92 Not_Null percentage ROW 4395: has 3 Null_Percentage and 96 Not_Null percentage ROW 4396: has 3 Null_Percentage and 96 Not_Null percentage ROW 4397: has 14 Null_Percentage and 85 Not_Null percentage ROW 4398: has 0 Null_Percentage and 100 Not_Null percentage ROW 4399: has 0 Null_Percentage and 100 Not_Null percentage ROW 4400: has 10 Null_Percentage and 89 Not_Null percentage ROW 4401: has 0 Null_Percentage and 100 Not_Null percentage ROW 4402: has 0 Null_Percentage and 100 Not_Null percentage ROW 4403: has 0 Null_Percentage and 100 Not_Null percentage ROW 4404: has 3 Null_Percentage and 96 Not_Null percentage ROW 4405: has 3 Null_Percentage and 96 Not_Null percentage ROW 4406: has 0 Null_Percentage and 100 Not_Null percentage ROW 4407: has 0 Null_Percentage and 100 Not_Null percentage ROW 4408: has 3 Null_Percentage and 96 Not_Null percentage ROW 4409: has 21 Null_Percentage and 78 Not_Null percentage ROW 4410: has 3 Null_Percentage and 96 Not_Null percentage ROW 4411: has 0 Null_Percentage and 100 Not_Null percentage ROW 4412: has 0 Null_Percentage and 100 Not_Null percentage ROW 4413: has 0 Null_Percentage and 100 Not_Null percentage ROW 4414: has 3 Null_Percentage and 96 Not_Null percentage ROW 4415: has 0 Null_Percentage and 100 Not_Null percentage ROW 4416: has 3 Null_Percentage and 96 Not_Null percentage ROW 4417: has 0 Null_Percentage and 100 Not_Null percentage ROW 4418: has 0 Null_Percentage and 100 Not_Null percentage ROW 4419: has 0 Null_Percentage and 100 Not_Null percentage ROW 4420: has 0 Null_Percentage and 100 Not_Null percentage ROW 4421: has 3 Null_Percentage and 96 Not_Null percentage ROW 4422: has 7 Null_Percentage and 92 Not_Null percentage ROW 4423: has 0 Null_Percentage and 100 Not_Null percentage ROW 4424: has 0 Null_Percentage and 100 Not_Null percentage ROW 4425: has 10 Null_Percentage and 89 Not_Null percentage ROW 4426: has 3 Null_Percentage and 96 Not_Null percentage ROW 4427: has 0 Null_Percentage and 100 Not_Null percentage ROW 4428: has 0 Null_Percentage and 100 Not_Null percentage ROW 4429: has 0 Null_Percentage and 100 Not_Null percentage ROW 4430: has 3 Null_Percentage and 96 Not_Null percentage ROW 4431: has 7 Null_Percentage and 92 Not_Null percentage ROW 4432: has 3 Null_Percentage and 96 Not_Null percentage ROW 4433: has 3 Null_Percentage and 96 Not_Null percentage ROW 4434: has 0 Null_Percentage and 100 Not_Null percentage ROW 4435: has 0 Null_Percentage and 100 Not_Null percentage ROW 4436: has 21 Null_Percentage and 78 Not_Null percentage ROW 4437: has 0 Null_Percentage and 100 Not_Null percentage ROW 4438: has 3 Null_Percentage and 96 Not_Null percentage ROW 4439: has 3 Null_Percentage and 96 Not_Null percentage ROW 4440: has 10 Null_Percentage and 89 Not_Null percentage ROW 4441: has 10 Null_Percentage and 89 Not_Null percentage ROW 4442: has 7 Null_Percentage and 92 Not_Null percentage ROW 4443: has 14 Null_Percentage and 85 Not_Null percentage ROW 4444: has 10 Null_Percentage and 89 Not_Null percentage ROW 4445: has 10 Null_Percentage and 89 Not_Null percentage ROW 4446: has 0 Null_Percentage and 100 Not_Null percentage ROW 4447: has 7 Null_Percentage and 92 Not_Null percentage ROW 4448: has 10 Null_Percentage and 89 Not_Null percentage ROW 4449: has 0 Null_Percentage and 100 Not_Null percentage ROW 4450: has 0 Null_Percentage and 100 Not_Null percentage ROW 4451: has 3 Null_Percentage and 96 Not_Null percentage ROW 4452: has 0 Null_Percentage and 100 Not_Null percentage ROW 4453: has 10 Null_Percentage and 89 Not_Null percentage ROW 4454: has 7 Null_Percentage and 92 Not_Null percentage ROW 4455: has 3 Null_Percentage and 96 Not_Null percentage ROW 4456: has 7 Null_Percentage and 92 Not_Null percentage ROW 4457: has 3 Null_Percentage and 96 Not_Null percentage ROW 4458: has 0 Null_Percentage and 100 Not_Null percentage ROW 4459: has 17 Null_Percentage and 82 Not_Null percentage ROW 4460: has 28 Null_Percentage and 71 Not_Null percentage ROW 4461: has 0 Null_Percentage and 100 Not_Null percentage ROW 4462: has 0 Null_Percentage and 100 Not_Null percentage ROW 4463: has 0 Null_Percentage and 100 Not_Null percentage ROW 4464: has 0 Null_Percentage and 100 Not_Null percentage ROW 4465: has 3 Null_Percentage and 96 Not_Null percentage ROW 4466: has 0 Null_Percentage and 100 Not_Null percentage ROW 4467: has 17 Null_Percentage and 82 Not_Null percentage ROW 4468: has 3 Null_Percentage and 96 Not_Null percentage ROW 4469: has 3 Null_Percentage and 96 Not_Null percentage ROW 4470: has 0 Null_Percentage and 100 Not_Null percentage ROW 4471: has 3 Null_Percentage and 96 Not_Null percentage ROW 4472: has 3 Null_Percentage and 96 Not_Null percentage ROW 4473: has 7 Null_Percentage and 92 Not_Null percentage ROW 4474: has 3 Null_Percentage and 96 Not_Null percentage ROW 4475: has 0 Null_Percentage and 100 Not_Null percentage ROW 4476: has 3 Null_Percentage and 96 Not_Null percentage ROW 4477: has 3 Null_Percentage and 96 Not_Null percentage ROW 4478: has 3 Null_Percentage and 96 Not_Null percentage ROW 4479: has 3 Null_Percentage and 96 Not_Null percentage ROW 4480: has 3 Null_Percentage and 96 Not_Null percentage ROW 4481: has 3 Null_Percentage and 96 Not_Null percentage ROW 4482: has 21 Null_Percentage and 78 Not_Null percentage ROW 4483: has 7 Null_Percentage and 92 Not_Null percentage ROW 4484: has 0 Null_Percentage and 100 Not_Null percentage ROW 4485: has 0 Null_Percentage and 100 Not_Null percentage ROW 4486: has 0 Null_Percentage and 100 Not_Null percentage ROW 4487: has 7 Null_Percentage and 92 Not_Null percentage ROW 4488: has 7 Null_Percentage and 92 Not_Null percentage ROW 4489: has 0 Null_Percentage and 100 Not_Null percentage ROW 4490: has 0 Null_Percentage and 100 Not_Null percentage ROW 4491: has 0 Null_Percentage and 100 Not_Null percentage ROW 4492: has 3 Null_Percentage and 96 Not_Null percentage ROW 4493: has 0 Null_Percentage and 100 Not_Null percentage ROW 4494: has 0 Null_Percentage and 100 Not_Null percentage ROW 4495: has 0 Null_Percentage and 100 Not_Null percentage ROW 4496: has 0 Null_Percentage and 100 Not_Null percentage ROW 4497: has 7 Null_Percentage and 92 Not_Null percentage ROW 4498: has 0 Null_Percentage and 100 Not_Null percentage ROW 4499: has 0 Null_Percentage and 100 Not_Null percentage ROW 4500: has 0 Null_Percentage and 100 Not_Null percentage ROW 4501: has 0 Null_Percentage and 100 Not_Null percentage ROW 4502: has 25 Null_Percentage and 75 Not_Null percentage ROW 4503: has 7 Null_Percentage and 92 Not_Null percentage ROW 4504: has 7 Null_Percentage and 92 Not_Null percentage ROW 4505: has 10 Null_Percentage and 89 Not_Null percentage ROW 4506: has 7 Null_Percentage and 92 Not_Null percentage ROW 4507: has 7 Null_Percentage and 92 Not_Null percentage ROW 4508: has 3 Null_Percentage and 96 Not_Null percentage ROW 4509: has 10 Null_Percentage and 89 Not_Null percentage ROW 4510: has 7 Null_Percentage and 92 Not_Null percentage ROW 4511: has 0 Null_Percentage and 100 Not_Null percentage ROW 4512: has 3 Null_Percentage and 96 Not_Null percentage ROW 4513: has 7 Null_Percentage and 92 Not_Null percentage ROW 4514: has 10 Null_Percentage and 89 Not_Null percentage ROW 4515: has 0 Null_Percentage and 100 Not_Null percentage ROW 4516: has 3 Null_Percentage and 96 Not_Null percentage ROW 4517: has 25 Null_Percentage and 75 Not_Null percentage ROW 4518: has 0 Null_Percentage and 100 Not_Null percentage ROW 4519: has 28 Null_Percentage and 71 Not_Null percentage ROW 4520: has 3 Null_Percentage and 96 Not_Null percentage ROW 4521: has 3 Null_Percentage and 96 Not_Null percentage ROW 4522: has 0 Null_Percentage and 100 Not_Null percentage ROW 4523: has 0 Null_Percentage and 100 Not_Null percentage ROW 4524: has 3 Null_Percentage and 96 Not_Null percentage ROW 4525: has 7 Null_Percentage and 92 Not_Null percentage ROW 4526: has 3 Null_Percentage and 96 Not_Null percentage ROW 4527: has 3 Null_Percentage and 96 Not_Null percentage ROW 4528: has 14 Null_Percentage and 85 Not_Null percentage ROW 4529: has 3 Null_Percentage and 96 Not_Null percentage ROW 4530: has 0 Null_Percentage and 100 Not_Null percentage ROW 4531: has 3 Null_Percentage and 96 Not_Null percentage ROW 4532: has 0 Null_Percentage and 100 Not_Null percentage ROW 4533: has 3 Null_Percentage and 96 Not_Null percentage ROW 4534: has 0 Null_Percentage and 100 Not_Null percentage ROW 4535: has 3 Null_Percentage and 96 Not_Null percentage ROW 4536: has 0 Null_Percentage and 100 Not_Null percentage ROW 4537: has 0 Null_Percentage and 100 Not_Null percentage ROW 4538: has 0 Null_Percentage and 100 Not_Null percentage ROW 4539: has 0 Null_Percentage and 100 Not_Null percentage ROW 4540: has 0 Null_Percentage and 100 Not_Null percentage ROW 4541: has 0 Null_Percentage and 100 Not_Null percentage ROW 4542: has 0 Null_Percentage and 100 Not_Null percentage ROW 4543: has 0 Null_Percentage and 100 Not_Null percentage ROW 4544: has 0 Null_Percentage and 100 Not_Null percentage ROW 4545: has 0 Null_Percentage and 100 Not_Null percentage ROW 4546: has 0 Null_Percentage and 100 Not_Null percentage ROW 4547: has 7 Null_Percentage and 92 Not_Null percentage ROW 4548: has 10 Null_Percentage and 89 Not_Null percentage ROW 4549: has 3 Null_Percentage and 96 Not_Null percentage ROW 4550: has 3 Null_Percentage and 96 Not_Null percentage ROW 4551: has 0 Null_Percentage and 100 Not_Null percentage ROW 4552: has 7 Null_Percentage and 92 Not_Null percentage ROW 4553: has 0 Null_Percentage and 100 Not_Null percentage ROW 4554: has 3 Null_Percentage and 96 Not_Null percentage ROW 4555: has 7 Null_Percentage and 92 Not_Null percentage ROW 4556: has 0 Null_Percentage and 100 Not_Null percentage ROW 4557: has 0 Null_Percentage and 100 Not_Null percentage ROW 4558: has 3 Null_Percentage and 96 Not_Null percentage ROW 4559: has 3 Null_Percentage and 96 Not_Null percentage ROW 4560: has 3 Null_Percentage and 96 Not_Null percentage ROW 4561: has 0 Null_Percentage and 100 Not_Null percentage ROW 4562: has 0 Null_Percentage and 100 Not_Null percentage ROW 4563: has 0 Null_Percentage and 100 Not_Null percentage ROW 4564: has 0 Null_Percentage and 100 Not_Null percentage ROW 4565: has 0 Null_Percentage and 100 Not_Null percentage ROW 4566: has 0 Null_Percentage and 100 Not_Null percentage ROW 4567: has 0 Null_Percentage and 100 Not_Null percentage ROW 4568: has 3 Null_Percentage and 96 Not_Null percentage ROW 4569: has 0 Null_Percentage and 100 Not_Null percentage ROW 4570: has 0 Null_Percentage and 100 Not_Null percentage ROW 4571: has 0 Null_Percentage and 100 Not_Null percentage ROW 4572: has 3 Null_Percentage and 96 Not_Null percentage ROW 4573: has 3 Null_Percentage and 96 Not_Null percentage ROW 4574: has 0 Null_Percentage and 100 Not_Null percentage ROW 4575: has 0 Null_Percentage and 100 Not_Null percentage ROW 4576: has 0 Null_Percentage and 100 Not_Null percentage ROW 4577: has 0 Null_Percentage and 100 Not_Null percentage ROW 4578: has 3 Null_Percentage and 96 Not_Null percentage ROW 4579: has 3 Null_Percentage and 96 Not_Null percentage ROW 4580: has 7 Null_Percentage and 92 Not_Null percentage ROW 4581: has 0 Null_Percentage and 100 Not_Null percentage ROW 4582: has 3 Null_Percentage and 96 Not_Null percentage ROW 4583: has 0 Null_Percentage and 100 Not_Null percentage ROW 4584: has 0 Null_Percentage and 100 Not_Null percentage ROW 4585: has 0 Null_Percentage and 100 Not_Null percentage ROW 4586: has 0 Null_Percentage and 100 Not_Null percentage ROW 4587: has 0 Null_Percentage and 100 Not_Null percentage ROW 4588: has 10 Null_Percentage and 89 Not_Null percentage ROW 4589: has 7 Null_Percentage and 92 Not_Null percentage ROW 4590: has 0 Null_Percentage and 100 Not_Null percentage ROW 4591: has 3 Null_Percentage and 96 Not_Null percentage ROW 4592: has 0 Null_Percentage and 100 Not_Null percentage ROW 4593: has 7 Null_Percentage and 92 Not_Null percentage ROW 4594: has 0 Null_Percentage and 100 Not_Null percentage ROW 4595: has 0 Null_Percentage and 100 Not_Null percentage ROW 4596: has 0 Null_Percentage and 100 Not_Null percentage ROW 4597: has 7 Null_Percentage and 92 Not_Null percentage ROW 4598: has 3 Null_Percentage and 96 Not_Null percentage ROW 4599: has 0 Null_Percentage and 100 Not_Null percentage ROW 4600: has 7 Null_Percentage and 92 Not_Null percentage ROW 4601: has 0 Null_Percentage and 100 Not_Null percentage ROW 4602: has 0 Null_Percentage and 100 Not_Null percentage ROW 4603: has 0 Null_Percentage and 100 Not_Null percentage ROW 4604: has 7 Null_Percentage and 92 Not_Null percentage ROW 4605: has 3 Null_Percentage and 96 Not_Null percentage ROW 4606: has 0 Null_Percentage and 100 Not_Null percentage ROW 4607: has 0 Null_Percentage and 100 Not_Null percentage ROW 4608: has 3 Null_Percentage and 96 Not_Null percentage ROW 4609: has 14 Null_Percentage and 85 Not_Null percentage ROW 4610: has 3 Null_Percentage and 96 Not_Null percentage ROW 4611: has 7 Null_Percentage and 92 Not_Null percentage ROW 4612: has 7 Null_Percentage and 92 Not_Null percentage ROW 4613: has 3 Null_Percentage and 96 Not_Null percentage ROW 4614: has 10 Null_Percentage and 89 Not_Null percentage ROW 4615: has 10 Null_Percentage and 89 Not_Null percentage ROW 4616: has 7 Null_Percentage and 92 Not_Null percentage ROW 4617: has 17 Null_Percentage and 82 Not_Null percentage ROW 4618: has 3 Null_Percentage and 96 Not_Null percentage ROW 4619: has 3 Null_Percentage and 96 Not_Null percentage ROW 4620: has 7 Null_Percentage and 92 Not_Null percentage ROW 4621: has 7 Null_Percentage and 92 Not_Null percentage ROW 4622: has 14 Null_Percentage and 85 Not_Null percentage ROW 4623: has 3 Null_Percentage and 96 Not_Null percentage ROW 4624: has 7 Null_Percentage and 92 Not_Null percentage ROW 4625: has 3 Null_Percentage and 96 Not_Null percentage ROW 4626: has 10 Null_Percentage and 89 Not_Null percentage ROW 4627: has 14 Null_Percentage and 85 Not_Null percentage ROW 4628: has 3 Null_Percentage and 96 Not_Null percentage ROW 4629: has 3 Null_Percentage and 96 Not_Null percentage ROW 4630: has 17 Null_Percentage and 82 Not_Null percentage ROW 4631: has 0 Null_Percentage and 100 Not_Null percentage ROW 4632: has 7 Null_Percentage and 92 Not_Null percentage ROW 4633: has 7 Null_Percentage and 92 Not_Null percentage ROW 4634: has 28 Null_Percentage and 71 Not_Null percentage ROW 4635: has 7 Null_Percentage and 92 Not_Null percentage ROW 4636: has 10 Null_Percentage and 89 Not_Null percentage ROW 4637: has 10 Null_Percentage and 89 Not_Null percentage ROW 4638: has 0 Null_Percentage and 100 Not_Null percentage ROW 4639: has 0 Null_Percentage and 100 Not_Null percentage ROW 4640: has 0 Null_Percentage and 100 Not_Null percentage ROW 4641: has 10 Null_Percentage and 89 Not_Null percentage ROW 4642: has 0 Null_Percentage and 100 Not_Null percentage ROW 4643: has 0 Null_Percentage and 100 Not_Null percentage ROW 4644: has 3 Null_Percentage and 96 Not_Null percentage ROW 4645: has 0 Null_Percentage and 100 Not_Null percentage ROW 4646: has 0 Null_Percentage and 100 Not_Null percentage ROW 4647: has 3 Null_Percentage and 96 Not_Null percentage ROW 4648: has 3 Null_Percentage and 96 Not_Null percentage ROW 4649: has 0 Null_Percentage and 100 Not_Null percentage ROW 4650: has 0 Null_Percentage and 100 Not_Null percentage ROW 4651: has 7 Null_Percentage and 92 Not_Null percentage ROW 4652: has 7 Null_Percentage and 92 Not_Null percentage ROW 4653: has 0 Null_Percentage and 100 Not_Null percentage ROW 4654: has 3 Null_Percentage and 96 Not_Null percentage ROW 4655: has 0 Null_Percentage and 100 Not_Null percentage ROW 4656: has 3 Null_Percentage and 96 Not_Null percentage ROW 4657: has 10 Null_Percentage and 89 Not_Null percentage ROW 4658: has 14 Null_Percentage and 85 Not_Null percentage ROW 4659: has 0 Null_Percentage and 100 Not_Null percentage ROW 4660: has 14 Null_Percentage and 85 Not_Null percentage ROW 4661: has 0 Null_Percentage and 100 Not_Null percentage ROW 4662: has 0 Null_Percentage and 100 Not_Null percentage ROW 4663: has 0 Null_Percentage and 100 Not_Null percentage ROW 4664: has 3 Null_Percentage and 96 Not_Null percentage ROW 4665: has 7 Null_Percentage and 92 Not_Null percentage ROW 4666: has 7 Null_Percentage and 92 Not_Null percentage ROW 4667: has 0 Null_Percentage and 100 Not_Null percentage ROW 4668: has 7 Null_Percentage and 92 Not_Null percentage ROW 4669: has 7 Null_Percentage and 92 Not_Null percentage ROW 4670: has 7 Null_Percentage and 92 Not_Null percentage ROW 4671: has 0 Null_Percentage and 100 Not_Null percentage ROW 4672: has 3 Null_Percentage and 96 Not_Null percentage ROW 4673: has 14 Null_Percentage and 85 Not_Null percentage ROW 4674: has 0 Null_Percentage and 100 Not_Null percentage ROW 4675: has 7 Null_Percentage and 92 Not_Null percentage ROW 4676: has 0 Null_Percentage and 100 Not_Null percentage ROW 4677: has 0 Null_Percentage and 100 Not_Null percentage ROW 4678: has 3 Null_Percentage and 96 Not_Null percentage ROW 4679: has 0 Null_Percentage and 100 Not_Null percentage ROW 4680: has 0 Null_Percentage and 100 Not_Null percentage ROW 4681: has 0 Null_Percentage and 100 Not_Null percentage ROW 4682: has 3 Null_Percentage and 96 Not_Null percentage ROW 4683: has 0 Null_Percentage and 100 Not_Null percentage ROW 4684: has 0 Null_Percentage and 100 Not_Null percentage ROW 4685: has 3 Null_Percentage and 96 Not_Null percentage ROW 4686: has 3 Null_Percentage and 96 Not_Null percentage ROW 4687: has 3 Null_Percentage and 96 Not_Null percentage ROW 4688: has 0 Null_Percentage and 100 Not_Null percentage ROW 4689: has 3 Null_Percentage and 96 Not_Null percentage ROW 4690: has 17 Null_Percentage and 82 Not_Null percentage ROW 4691: has 0 Null_Percentage and 100 Not_Null percentage ROW 4692: has 7 Null_Percentage and 92 Not_Null percentage ROW 4693: has 10 Null_Percentage and 89 Not_Null percentage ROW 4694: has 0 Null_Percentage and 100 Not_Null percentage ROW 4695: has 0 Null_Percentage and 100 Not_Null percentage ROW 4696: has 0 Null_Percentage and 100 Not_Null percentage ROW 4697: has 3 Null_Percentage and 96 Not_Null percentage ROW 4698: has 3 Null_Percentage and 96 Not_Null percentage ROW 4699: has 7 Null_Percentage and 92 Not_Null percentage ROW 4700: has 3 Null_Percentage and 96 Not_Null percentage ROW 4701: has 10 Null_Percentage and 89 Not_Null percentage ROW 4702: has 10 Null_Percentage and 89 Not_Null percentage ROW 4703: has 3 Null_Percentage and 96 Not_Null percentage ROW 4704: has 10 Null_Percentage and 89 Not_Null percentage ROW 4705: has 10 Null_Percentage and 89 Not_Null percentage ROW 4706: has 0 Null_Percentage and 100 Not_Null percentage ROW 4707: has 0 Null_Percentage and 100 Not_Null percentage ROW 4708: has 0 Null_Percentage and 100 Not_Null percentage ROW 4709: has 3 Null_Percentage and 96 Not_Null percentage ROW 4710: has 0 Null_Percentage and 100 Not_Null percentage ROW 4711: has 7 Null_Percentage and 92 Not_Null percentage ROW 4712: has 0 Null_Percentage and 100 Not_Null percentage ROW 4713: has 17 Null_Percentage and 82 Not_Null percentage ROW 4714: has 14 Null_Percentage and 85 Not_Null percentage ROW 4715: has 10 Null_Percentage and 89 Not_Null percentage ROW 4716: has 10 Null_Percentage and 89 Not_Null percentage ROW 4717: has 14 Null_Percentage and 85 Not_Null percentage ROW 4718: has 14 Null_Percentage and 85 Not_Null percentage ROW 4719: has 0 Null_Percentage and 100 Not_Null percentage ROW 4720: has 28 Null_Percentage and 71 Not_Null percentage ROW 4721: has 7 Null_Percentage and 92 Not_Null percentage ROW 4722: has 10 Null_Percentage and 89 Not_Null percentage ROW 4723: has 0 Null_Percentage and 100 Not_Null percentage ROW 4724: has 7 Null_Percentage and 92 Not_Null percentage ROW 4725: has 0 Null_Percentage and 100 Not_Null percentage ROW 4726: has 0 Null_Percentage and 100 Not_Null percentage ROW 4727: has 14 Null_Percentage and 85 Not_Null percentage ROW 4728: has 0 Null_Percentage and 100 Not_Null percentage ROW 4729: has 3 Null_Percentage and 96 Not_Null percentage ROW 4730: has 0 Null_Percentage and 100 Not_Null percentage ROW 4731: has 0 Null_Percentage and 100 Not_Null percentage ROW 4732: has 3 Null_Percentage and 96 Not_Null percentage ROW 4733: has 0 Null_Percentage and 100 Not_Null percentage ROW 4734: has 3 Null_Percentage and 96 Not_Null percentage ROW 4735: has 0 Null_Percentage and 100 Not_Null percentage ROW 4736: has 0 Null_Percentage and 100 Not_Null percentage ROW 4737: has 0 Null_Percentage and 100 Not_Null percentage ROW 4738: has 3 Null_Percentage and 96 Not_Null percentage ROW 4739: has 0 Null_Percentage and 100 Not_Null percentage ROW 4740: has 0 Null_Percentage and 100 Not_Null percentage ROW 4741: has 0 Null_Percentage and 100 Not_Null percentage ROW 4742: has 0 Null_Percentage and 100 Not_Null percentage ROW 4743: has 0 Null_Percentage and 100 Not_Null percentage ROW 4744: has 0 Null_Percentage and 100 Not_Null percentage ROW 4745: has 3 Null_Percentage and 96 Not_Null percentage ROW 4746: has 7 Null_Percentage and 92 Not_Null percentage ROW 4747: has 0 Null_Percentage and 100 Not_Null percentage ROW 4748: has 3 Null_Percentage and 96 Not_Null percentage ROW 4749: has 3 Null_Percentage and 96 Not_Null percentage ROW 4750: has 0 Null_Percentage and 100 Not_Null percentage ROW 4751: has 0 Null_Percentage and 100 Not_Null percentage ROW 4752: has 0 Null_Percentage and 100 Not_Null percentage ROW 4753: has 0 Null_Percentage and 100 Not_Null percentage ROW 4754: has 0 Null_Percentage and 100 Not_Null percentage ROW 4755: has 0 Null_Percentage and 100 Not_Null percentage ROW 4756: has 7 Null_Percentage and 92 Not_Null percentage ROW 4757: has 3 Null_Percentage and 96 Not_Null percentage ROW 4758: has 0 Null_Percentage and 100 Not_Null percentage ROW 4759: has 7 Null_Percentage and 92 Not_Null percentage ROW 4760: has 7 Null_Percentage and 92 Not_Null percentage ROW 4761: has 3 Null_Percentage and 96 Not_Null percentage ROW 4762: has 3 Null_Percentage and 96 Not_Null percentage ROW 4763: has 14 Null_Percentage and 85 Not_Null percentage ROW 4764: has 10 Null_Percentage and 89 Not_Null percentage ROW 4765: has 7 Null_Percentage and 92 Not_Null percentage ROW 4766: has 3 Null_Percentage and 96 Not_Null percentage ROW 4767: has 25 Null_Percentage and 75 Not_Null percentage ROW 4768: has 10 Null_Percentage and 89 Not_Null percentage ROW 4769: has 0 Null_Percentage and 100 Not_Null percentage ROW 4770: has 7 Null_Percentage and 92 Not_Null percentage ROW 4771: has 7 Null_Percentage and 92 Not_Null percentage ROW 4772: has 7 Null_Percentage and 92 Not_Null percentage ROW 4773: has 7 Null_Percentage and 92 Not_Null percentage ROW 4774: has 14 Null_Percentage and 85 Not_Null percentage ROW 4775: has 10 Null_Percentage and 89 Not_Null percentage ROW 4776: has 7 Null_Percentage and 92 Not_Null percentage ROW 4777: has 10 Null_Percentage and 89 Not_Null percentage ROW 4778: has 0 Null_Percentage and 100 Not_Null percentage ROW 4779: has 3 Null_Percentage and 96 Not_Null percentage ROW 4780: has 0 Null_Percentage and 100 Not_Null percentage ROW 4781: has 0 Null_Percentage and 100 Not_Null percentage ROW 4782: has 7 Null_Percentage and 92 Not_Null percentage ROW 4783: has 0 Null_Percentage and 100 Not_Null percentage ROW 4784: has 0 Null_Percentage and 100 Not_Null percentage ROW 4785: has 10 Null_Percentage and 89 Not_Null percentage ROW 4786: has 0 Null_Percentage and 100 Not_Null percentage ROW 4787: has 10 Null_Percentage and 89 Not_Null percentage ROW 4788: has 0 Null_Percentage and 100 Not_Null percentage ROW 4789: has 3 Null_Percentage and 96 Not_Null percentage ROW 4790: has 10 Null_Percentage and 89 Not_Null percentage ROW 4791: has 0 Null_Percentage and 100 Not_Null percentage ROW 4792: has 0 Null_Percentage and 100 Not_Null percentage ROW 4793: has 0 Null_Percentage and 100 Not_Null percentage ROW 4794: has 3 Null_Percentage and 96 Not_Null percentage ROW 4795: has 0 Null_Percentage and 100 Not_Null percentage ROW 4796: has 0 Null_Percentage and 100 Not_Null percentage ROW 4797: has 3 Null_Percentage and 96 Not_Null percentage ROW 4798: has 17 Null_Percentage and 82 Not_Null percentage ROW 4799: has 0 Null_Percentage and 100 Not_Null percentage ROW 4800: has 3 Null_Percentage and 96 Not_Null percentage ROW 4801: has 10 Null_Percentage and 89 Not_Null percentage ROW 4802: has 0 Null_Percentage and 100 Not_Null percentage ROW 4803: has 17 Null_Percentage and 82 Not_Null percentage ROW 4804: has 0 Null_Percentage and 100 Not_Null percentage ROW 4805: has 3 Null_Percentage and 96 Not_Null percentage ROW 4806: has 3 Null_Percentage and 96 Not_Null percentage ROW 4807: has 7 Null_Percentage and 92 Not_Null percentage ROW 4808: has 3 Null_Percentage and 96 Not_Null percentage ROW 4809: has 3 Null_Percentage and 96 Not_Null percentage ROW 4810: has 7 Null_Percentage and 92 Not_Null percentage ROW 4811: has 3 Null_Percentage and 96 Not_Null percentage ROW 4812: has 0 Null_Percentage and 100 Not_Null percentage ROW 4813: has 3 Null_Percentage and 96 Not_Null percentage ROW 4814: has 0 Null_Percentage and 100 Not_Null percentage ROW 4815: has 21 Null_Percentage and 78 Not_Null percentage ROW 4816: has 0 Null_Percentage and 100 Not_Null percentage ROW 4817: has 0 Null_Percentage and 100 Not_Null percentage ROW 4818: has 7 Null_Percentage and 92 Not_Null percentage ROW 4819: has 17 Null_Percentage and 82 Not_Null percentage ROW 4820: has 7 Null_Percentage and 92 Not_Null percentage ROW 4821: has 0 Null_Percentage and 100 Not_Null percentage ROW 4822: has 3 Null_Percentage and 96 Not_Null percentage ROW 4823: has 7 Null_Percentage and 92 Not_Null percentage ROW 4824: has 3 Null_Percentage and 96 Not_Null percentage ROW 4825: has 3 Null_Percentage and 96 Not_Null percentage ROW 4826: has 3 Null_Percentage and 96 Not_Null percentage ROW 4827: has 0 Null_Percentage and 100 Not_Null percentage ROW 4828: has 0 Null_Percentage and 100 Not_Null percentage ROW 4829: has 0 Null_Percentage and 100 Not_Null percentage ROW 4830: has 0 Null_Percentage and 100 Not_Null percentage ROW 4831: has 10 Null_Percentage and 89 Not_Null percentage ROW 4832: has 0 Null_Percentage and 100 Not_Null percentage ROW 4833: has 0 Null_Percentage and 100 Not_Null percentage ROW 4834: has 7 Null_Percentage and 92 Not_Null percentage ROW 4835: has 3 Null_Percentage and 96 Not_Null percentage ROW 4836: has 17 Null_Percentage and 82 Not_Null percentage ROW 4837: has 25 Null_Percentage and 75 Not_Null percentage ROW 4838: has 3 Null_Percentage and 96 Not_Null percentage ROW 4839: has 3 Null_Percentage and 96 Not_Null percentage ROW 4840: has 0 Null_Percentage and 100 Not_Null percentage ROW 4841: has 7 Null_Percentage and 92 Not_Null percentage ROW 4842: has 0 Null_Percentage and 100 Not_Null percentage ROW 4843: has 14 Null_Percentage and 85 Not_Null percentage ROW 4844: has 3 Null_Percentage and 96 Not_Null percentage ROW 4845: has 0 Null_Percentage and 100 Not_Null percentage ROW 4846: has 14 Null_Percentage and 85 Not_Null percentage ROW 4847: has 7 Null_Percentage and 92 Not_Null percentage ROW 4848: has 3 Null_Percentage and 96 Not_Null percentage ROW 4849: has 3 Null_Percentage and 96 Not_Null percentage ROW 4850: has 7 Null_Percentage and 92 Not_Null percentage ROW 4851: has 0 Null_Percentage and 100 Not_Null percentage ROW 4852: has 0 Null_Percentage and 100 Not_Null percentage ROW 4853: has 0 Null_Percentage and 100 Not_Null percentage ROW 4854: has 10 Null_Percentage and 89 Not_Null percentage ROW 4855: has 0 Null_Percentage and 100 Not_Null percentage ROW 4856: has 0 Null_Percentage and 100 Not_Null percentage ROW 4857: has 0 Null_Percentage and 100 Not_Null percentage ROW 4858: has 0 Null_Percentage and 100 Not_Null percentage ROW 4859: has 21 Null_Percentage and 78 Not_Null percentage ROW 4860: has 0 Null_Percentage and 100 Not_Null percentage ROW 4861: has 3 Null_Percentage and 96 Not_Null percentage ROW 4862: has 0 Null_Percentage and 100 Not_Null percentage ROW 4863: has 0 Null_Percentage and 100 Not_Null percentage ROW 4864: has 0 Null_Percentage and 100 Not_Null percentage ROW 4865: has 10 Null_Percentage and 89 Not_Null percentage ROW 4866: has 3 Null_Percentage and 96 Not_Null percentage ROW 4867: has 7 Null_Percentage and 92 Not_Null percentage ROW 4868: has 0 Null_Percentage and 100 Not_Null percentage ROW 4869: has 17 Null_Percentage and 82 Not_Null percentage ROW 4870: has 10 Null_Percentage and 89 Not_Null percentage ROW 4871: has 3 Null_Percentage and 96 Not_Null percentage ROW 4872: has 7 Null_Percentage and 92 Not_Null percentage ROW 4873: has 3 Null_Percentage and 96 Not_Null percentage ROW 4874: has 7 Null_Percentage and 92 Not_Null percentage ROW 4875: has 7 Null_Percentage and 92 Not_Null percentage ROW 4876: has 10 Null_Percentage and 89 Not_Null percentage ROW 4877: has 7 Null_Percentage and 92 Not_Null percentage ROW 4878: has 21 Null_Percentage and 78 Not_Null percentage ROW 4879: has 7 Null_Percentage and 92 Not_Null percentage ROW 4880: has 10 Null_Percentage and 89 Not_Null percentage ROW 4881: has 7 Null_Percentage and 92 Not_Null percentage ROW 4882: has 10 Null_Percentage and 89 Not_Null percentage ROW 4883: has 10 Null_Percentage and 89 Not_Null percentage ROW 4884: has 10 Null_Percentage and 89 Not_Null percentage ROW 4885: has 7 Null_Percentage and 92 Not_Null percentage ROW 4886: has 10 Null_Percentage and 89 Not_Null percentage ROW 4887: has 10 Null_Percentage and 89 Not_Null percentage ROW 4888: has 3 Null_Percentage and 96 Not_Null percentage ROW 4889: has 10 Null_Percentage and 89 Not_Null percentage ROW 4890: has 0 Null_Percentage and 100 Not_Null percentage ROW 4891: has 0 Null_Percentage and 100 Not_Null percentage ROW 4892: has 3 Null_Percentage and 96 Not_Null percentage ROW 4893: has 0 Null_Percentage and 100 Not_Null percentage ROW 4894: has 3 Null_Percentage and 96 Not_Null percentage ROW 4895: has 3 Null_Percentage and 96 Not_Null percentage ROW 4896: has 0 Null_Percentage and 100 Not_Null percentage ROW 4897: has 0 Null_Percentage and 100 Not_Null percentage ROW 4898: has 3 Null_Percentage and 96 Not_Null percentage ROW 4899: has 3 Null_Percentage and 96 Not_Null percentage ROW 4900: has 3 Null_Percentage and 96 Not_Null percentage ROW 4901: has 3 Null_Percentage and 96 Not_Null percentage ROW 4902: has 3 Null_Percentage and 96 Not_Null percentage ROW 4903: has 7 Null_Percentage and 92 Not_Null percentage ROW 4904: has 3 Null_Percentage and 96 Not_Null percentage ROW 4905: has 0 Null_Percentage and 100 Not_Null percentage ROW 4906: has 3 Null_Percentage and 96 Not_Null percentage ROW 4907: has 10 Null_Percentage and 89 Not_Null percentage ROW 4908: has 3 Null_Percentage and 96 Not_Null percentage ROW 4909: has 3 Null_Percentage and 96 Not_Null percentage ROW 4910: has 17 Null_Percentage and 82 Not_Null percentage ROW 4911: has 10 Null_Percentage and 89 Not_Null percentage ROW 4912: has 7 Null_Percentage and 92 Not_Null percentage ROW 4913: has 3 Null_Percentage and 96 Not_Null percentage ROW 4914: has 3 Null_Percentage and 96 Not_Null percentage ROW 4915: has 0 Null_Percentage and 100 Not_Null percentage ROW 4916: has 7 Null_Percentage and 92 Not_Null percentage ROW 4917: has 3 Null_Percentage and 96 Not_Null percentage ROW 4918: has 14 Null_Percentage and 85 Not_Null percentage ROW 4919: has 17 Null_Percentage and 82 Not_Null percentage ROW 4920: has 10 Null_Percentage and 89 Not_Null percentage ROW 4921: has 0 Null_Percentage and 100 Not_Null percentage ROW 4922: has 0 Null_Percentage and 100 Not_Null percentage ROW 4923: has 0 Null_Percentage and 100 Not_Null percentage ROW 4924: has 17 Null_Percentage and 82 Not_Null percentage ROW 4925: has 14 Null_Percentage and 85 Not_Null percentage ROW 4926: has 0 Null_Percentage and 100 Not_Null percentage ROW 4927: has 10 Null_Percentage and 89 Not_Null percentage ROW 4928: has 0 Null_Percentage and 100 Not_Null percentage ROW 4929: has 17 Null_Percentage and 82 Not_Null percentage ROW 4930: has 0 Null_Percentage and 100 Not_Null percentage ROW 4931: has 0 Null_Percentage and 100 Not_Null percentage ROW 4932: has 7 Null_Percentage and 92 Not_Null percentage ROW 4933: has 0 Null_Percentage and 100 Not_Null percentage ROW 4934: has 10 Null_Percentage and 89 Not_Null percentage ROW 4935: has 10 Null_Percentage and 89 Not_Null percentage ROW 4936: has 0 Null_Percentage and 100 Not_Null percentage ROW 4937: has 3 Null_Percentage and 96 Not_Null percentage ROW 4938: has 10 Null_Percentage and 89 Not_Null percentage ROW 4939: has 10 Null_Percentage and 89 Not_Null percentage ROW 4940: has 10 Null_Percentage and 89 Not_Null percentage ROW 4941: has 0 Null_Percentage and 100 Not_Null percentage ROW 4942: has 3 Null_Percentage and 96 Not_Null percentage ROW 4943: has 7 Null_Percentage and 92 Not_Null percentage ROW 4944: has 3 Null_Percentage and 96 Not_Null percentage ROW 4945: has 39 Null_Percentage and 60 Not_Null percentage ROW 4946: has 28 Null_Percentage and 71 Not_Null percentage ROW 4947: has 3 Null_Percentage and 96 Not_Null percentage ROW 4948: has 28 Null_Percentage and 71 Not_Null percentage ROW 4949: has 7 Null_Percentage and 92 Not_Null percentage ROW 4950: has 7 Null_Percentage and 92 Not_Null percentage ROW 4951: has 3 Null_Percentage and 96 Not_Null percentage ROW 4952: has 7 Null_Percentage and 92 Not_Null percentage ROW 4953: has 7 Null_Percentage and 92 Not_Null percentage ROW 4954: has 10 Null_Percentage and 89 Not_Null percentage ROW 4955: has 0 Null_Percentage and 100 Not_Null percentage ROW 4956: has 0 Null_Percentage and 100 Not_Null percentage ROW 4957: has 3 Null_Percentage and 96 Not_Null percentage ROW 4958: has 7 Null_Percentage and 92 Not_Null percentage ROW 4959: has 0 Null_Percentage and 100 Not_Null percentage ROW 4960: has 3 Null_Percentage and 96 Not_Null percentage ROW 4961: has 3 Null_Percentage and 96 Not_Null percentage ROW 4962: has 0 Null_Percentage and 100 Not_Null percentage ROW 4963: has 7 Null_Percentage and 92 Not_Null percentage ROW 4964: has 0 Null_Percentage and 100 Not_Null percentage ROW 4965: has 3 Null_Percentage and 96 Not_Null percentage ROW 4966: has 3 Null_Percentage and 96 Not_Null percentage ROW 4967: has 7 Null_Percentage and 92 Not_Null percentage ROW 4968: has 7 Null_Percentage and 92 Not_Null percentage ROW 4969: has 10 Null_Percentage and 89 Not_Null percentage ROW 4970: has 3 Null_Percentage and 96 Not_Null percentage ROW 4971: has 0 Null_Percentage and 100 Not_Null percentage ROW 4972: has 10 Null_Percentage and 89 Not_Null percentage ROW 4973: has 0 Null_Percentage and 100 Not_Null percentage ROW 4974: has 7 Null_Percentage and 92 Not_Null percentage ROW 4975: has 0 Null_Percentage and 100 Not_Null percentage ROW 4976: has 14 Null_Percentage and 85 Not_Null percentage ROW 4977: has 0 Null_Percentage and 100 Not_Null percentage ROW 4978: has 0 Null_Percentage and 100 Not_Null percentage ROW 4979: has 0 Null_Percentage and 100 Not_Null percentage ROW 4980: has 3 Null_Percentage and 96 Not_Null percentage ROW 4981: has 3 Null_Percentage and 96 Not_Null percentage ROW 4982: has 10 Null_Percentage and 89 Not_Null percentage ROW 4983: has 3 Null_Percentage and 96 Not_Null percentage ROW 4984: has 0 Null_Percentage and 100 Not_Null percentage ROW 4985: has 10 Null_Percentage and 89 Not_Null percentage ROW 4986: has 7 Null_Percentage and 92 Not_Null percentage ROW 4987: has 0 Null_Percentage and 100 Not_Null percentage ROW 4988: has 7 Null_Percentage and 92 Not_Null percentage ROW 4989: has 21 Null_Percentage and 78 Not_Null percentage ROW 4990: has 28 Null_Percentage and 71 Not_Null percentage ROW 4991: has 7 Null_Percentage and 92 Not_Null percentage ROW 4992: has 25 Null_Percentage and 75 Not_Null percentage ROW 4993: has 3 Null_Percentage and 96 Not_Null percentage ROW 4994: has 10 Null_Percentage and 89 Not_Null percentage ROW 4995: has 3 Null_Percentage and 96 Not_Null percentage ROW 4996: has 10 Null_Percentage and 89 Not_Null percentage ROW 4997: has 0 Null_Percentage and 100 Not_Null percentage ROW 4998: has 0 Null_Percentage and 100 Not_Null percentage ROW 4999: has 14 Null_Percentage and 85 Not_Null percentage ROW 5000: has 3 Null_Percentage and 96 Not_Null percentage ROW 5001: has 3 Null_Percentage and 96 Not_Null percentage ROW 5002: has 10 Null_Percentage and 89 Not_Null percentage ROW 5003: has 7 Null_Percentage and 92 Not_Null percentage ROW 5004: has 3 Null_Percentage and 96 Not_Null percentage ROW 5005: has 7 Null_Percentage and 92 Not_Null percentage ROW 5006: has 10 Null_Percentage and 89 Not_Null percentage ROW 5007: has 7 Null_Percentage and 92 Not_Null percentage ROW 5008: has 0 Null_Percentage and 100 Not_Null percentage ROW 5009: has 7 Null_Percentage and 92 Not_Null percentage ROW 5010: has 10 Null_Percentage and 89 Not_Null percentage ROW 5011: has 0 Null_Percentage and 100 Not_Null percentage ROW 5012: has 0 Null_Percentage and 100 Not_Null percentage ROW 5013: has 7 Null_Percentage and 92 Not_Null percentage ROW 5014: has 7 Null_Percentage and 92 Not_Null percentage ROW 5015: has 0 Null_Percentage and 100 Not_Null percentage ROW 5016: has 17 Null_Percentage and 82 Not_Null percentage ROW 5017: has 7 Null_Percentage and 92 Not_Null percentage ROW 5018: has 7 Null_Percentage and 92 Not_Null percentage ROW 5019: has 7 Null_Percentage and 92 Not_Null percentage ROW 5020: has 17 Null_Percentage and 82 Not_Null percentage ROW 5021: has 3 Null_Percentage and 96 Not_Null percentage ROW 5022: has 14 Null_Percentage and 85 Not_Null percentage ROW 5023: has 7 Null_Percentage and 92 Not_Null percentage ROW 5024: has 3 Null_Percentage and 96 Not_Null percentage ROW 5025: has 0 Null_Percentage and 100 Not_Null percentage ROW 5026: has 0 Null_Percentage and 100 Not_Null percentage ROW 5027: has 0 Null_Percentage and 100 Not_Null percentage ROW 5028: has 10 Null_Percentage and 89 Not_Null percentage ROW 5029: has 3 Null_Percentage and 96 Not_Null percentage ROW 5030: has 17 Null_Percentage and 82 Not_Null percentage ROW 5031: has 10 Null_Percentage and 89 Not_Null percentage ROW 5032: has 14 Null_Percentage and 85 Not_Null percentage ROW 5033: has 0 Null_Percentage and 100 Not_Null percentage ROW 5034: has 3 Null_Percentage and 96 Not_Null percentage ROW 5035: has 0 Null_Percentage and 100 Not_Null percentage ROW 5036: has 10 Null_Percentage and 89 Not_Null percentage ROW 5037: has 3 Null_Percentage and 96 Not_Null percentage ROW 5038: has 14 Null_Percentage and 85 Not_Null percentage ROW 5039: has 17 Null_Percentage and 82 Not_Null percentage ROW 5040: has 14 Null_Percentage and 85 Not_Null percentage ROW 5041: has 7 Null_Percentage and 92 Not_Null percentage ROW 5042: has 0 Null_Percentage and 100 Not_Null percentage
- ### Subtask 2.2: Drop unecessary columns
For this assignment, you will mostly be analyzing the movies with respect to the ratings, gross collection, popularity of movies, etc. So many of the columns in this dataframe are not required. So it is advised to drop the following columns.
- color
- director_facebook_likes
- actor_1_facebook_likes
- actor_2_facebook_likes
- actor_3_facebook_likes
- actor_2_name
- cast_total_facebook_likes
- actor_3_name
- duration
- facenumber_in_poster
- content_rating
- country
- movie_imdb_link
- aspect_ratio
- plot_keywords
In [23]:
# Write your code for dropping the columns here. It is advised to keep inspecting the dataframe after each set of operations
A=movies.drop(columns=['color','director_facebook_likes','actor_1_facebook_likes','actor_2_facebook_likes',
'actor_3_facebook_likes',
'actor_2_name',
'cast_total_facebook_likes',
'actor_3_name',
'duration',
'facenumber_in_poster',
'content_rating',
'country',
'movie_imdb_link',
'aspect_ratio',
'plot_keywords'])
A
Out[23]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760505847.0 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237000000.0 | 2009.0 | 7.9 | 33000 |
| 1 | Gore Verbinski | 302.0 | 309404152.0 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300000000.0 | 2007.0 | 7.1 | 0 |
| 2 | Sam Mendes | 602.0 | 200074175.0 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245000000.0 | 2015.0 | 6.8 | 85000 |
| 3 | Christopher Nolan | 813.0 | 448130642.0 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250000000.0 | 2012.0 | 8.5 | 164000 |
| 4 | Doug Walker | NaN | NaN | Documentary | Doug Walker | Star Wars: Episode VII - The Force Awakens ... | 8 | NaN | NaN | NaN | NaN | 7.1 | 0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5038 | Scott Smith | 1.0 | NaN | Comedy|Drama | Eric Mabius | Signed Sealed Delivered | 629 | 6.0 | English | NaN | 2013.0 | 7.7 | 84 |
| 5039 | NaN | 43.0 | NaN | Crime|Drama|Mystery|Thriller | Natalie Zea | The Following | 73839 | 359.0 | English | NaN | NaN | 7.5 | 32000 |
| 5040 | Benjamin Roberds | 13.0 | NaN | Drama|Horror|Thriller | Eva Boehnke | A Plague So Pleasant | 38 | 3.0 | English | 1400.0 | 2013.0 | 6.3 | 16 |
| 5041 | Daniel Hsia | 14.0 | 10443.0 | Comedy|Drama|Romance | Alan Ruck | Shanghai Calling | 1255 | 9.0 | English | NaN | 2012.0 | 6.3 | 660 |
| 5042 | Jon Gunn | 43.0 | 85222.0 | Documentary | John August | My Date with Drew | 4285 | 84.0 | English | 1100.0 | 2004.0 | 6.6 | 456 |
5043 rows × 13 columns
In [24]:
A.shape
Out[24]:
(5043, 13)
- ### Subtask 2.3: Drop unecessary rows using columns with high Null percentages
Now, on inspection you might notice that some columns have large percentage (greater than 5%) of Null values. Drop all the rows which have Null values for such columns.
In [25]:
# Write your code to return all the null entry in gross column
B=A[A['gross'].isnull()==1]
B
#Dropped allthe rows having Null value for column gross
Out[25]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4 | Doug Walker | NaN | NaN | Documentary | Doug Walker | Star Wars: Episode VII - The Force Awakens ... | 8 | NaN | NaN | NaN | NaN | 7.1 | 0 |
| 84 | Roland Joffé | 10.0 | NaN | Action|Adventure|Romance|Sci-Fi | Tamsin Egerton | The Lovers | 2138 | 15.0 | English | NaN | 2015.0 | 4.5 | 677 |
| 98 | Hideaki Anno | 1.0 | NaN | Action|Adventure|Drama|Horror|Sci-Fi | Mark Chinnery | Godzilla Resurgence | 374 | 13.0 | Japanese | NaN | 2016.0 | 8.2 | 0 |
| 177 | NaN | 21.0 | NaN | Action|Crime|Drama|Mystery|Thriller | Don Johnson | Miami Vice | 16769 | 74.0 | English | 1500000.0 | NaN | 7.5 | 0 |
| 199 | Matt Birch | 1.0 | NaN | Action|Fantasy | Rupert Grint | Harry Potter and the Deathly Hallows: Part II | 381 | 2.0 | English | NaN | 2011.0 | 7.5 | 40 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5032 | Ash Baron-Cohen | 10.0 | NaN | Crime|Drama | Peter Greene | Bang | 438 | 14.0 | English | NaN | 1995.0 | 6.4 | 20 |
| 5036 | Anthony Vallone | NaN | NaN | Crime|Drama | Richard Jewell | The Mongol King | 36 | 1.0 | English | 3250.0 | 2005.0 | 7.8 | 4 |
| 5038 | Scott Smith | 1.0 | NaN | Comedy|Drama | Eric Mabius | Signed Sealed Delivered | 629 | 6.0 | English | NaN | 2013.0 | 7.7 | 84 |
| 5039 | NaN | 43.0 | NaN | Crime|Drama|Mystery|Thriller | Natalie Zea | The Following | 73839 | 359.0 | English | NaN | NaN | 7.5 | 32000 |
| 5040 | Benjamin Roberds | 13.0 | NaN | Drama|Horror|Thriller | Eva Boehnke | A Plague So Pleasant | 38 | 3.0 | English | 1400.0 | 2013.0 | 6.3 | 16 |
884 rows × 13 columns
In [26]:
# Write your code to return all the non-null entry of column gross
B=A[A['gross'].isnull()==0]
B
#Dropped allthe rows having Null value for column gross
Out[26]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760505847.0 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237000000.0 | 2009.0 | 7.9 | 33000 |
| 1 | Gore Verbinski | 302.0 | 309404152.0 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300000000.0 | 2007.0 | 7.1 | 0 |
| 2 | Sam Mendes | 602.0 | 200074175.0 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245000000.0 | 2015.0 | 6.8 | 85000 |
| 3 | Christopher Nolan | 813.0 | 448130642.0 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250000000.0 | 2012.0 | 8.5 | 164000 |
| 5 | Andrew Stanton | 462.0 | 73058679.0 | Action|Adventure|Sci-Fi | Daryl Sabara | John Carter | 212204 | 738.0 | English | 263700000.0 | 2012.0 | 6.6 | 24000 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5034 | Neill Dela Llana | 35.0 | 70071.0 | Thriller | Ian Gamazon | Cavite | 589 | 35.0 | English | 7000.0 | 2005.0 | 6.3 | 74 |
| 5035 | Robert Rodriguez | 56.0 | 2040920.0 | Action|Crime|Drama|Romance|Thriller | Carlos Gallardo | El Mariachi | 52055 | 130.0 | Spanish | 7000.0 | 1992.0 | 6.9 | 0 |
| 5037 | Edward Burns | 14.0 | 4584.0 | Comedy|Drama | Kerry Bishé | Newlyweds | 1338 | 14.0 | English | 9000.0 | 2011.0 | 6.4 | 413 |
| 5041 | Daniel Hsia | 14.0 | 10443.0 | Comedy|Drama|Romance | Alan Ruck | Shanghai Calling | 1255 | 9.0 | English | NaN | 2012.0 | 6.3 | 660 |
| 5042 | Jon Gunn | 43.0 | 85222.0 | Documentary | John August | My Date with Drew | 4285 | 84.0 | English | 1100.0 | 2004.0 | 6.6 | 456 |
4159 rows × 13 columns
In [27]:
print(B['gross'].isnull().value_counts()) #all the null values are removed.
print(B.shape)
False 4159 Name: gross, dtype: int64 (4159, 13)
In [28]:
column=['gross','content_rating','budget','aspect_ratio']
C=movies[movies['gross'].isnull()==0]
C=C[C['content_rating'].isnull()==0]
C=C[C['budget'].isnull()==0]
C=C[C['aspect_ratio'].isnull()==0]
C
Out[28]:
| color | director_name | num_critic_for_reviews | duration | director_facebook_likes | actor_3_facebook_likes | actor_2_name | actor_1_facebook_likes | gross | genres | ... | num_user_for_reviews | language | country | content_rating | budget | title_year | actor_2_facebook_likes | imdb_score | aspect_ratio | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Color | James Cameron | 723.0 | 178.0 | 0.0 | 855.0 | Joel David Moore | 1000.0 | 760505847.0 | Action|Adventure|Fantasy|Sci-Fi | ... | 3054.0 | English | USA | PG-13 | 237000000.0 | 2009.0 | 936.0 | 7.9 | 1.78 | 33000 |
| 1 | Color | Gore Verbinski | 302.0 | 169.0 | 563.0 | 1000.0 | Orlando Bloom | 40000.0 | 309404152.0 | Action|Adventure|Fantasy | ... | 1238.0 | English | USA | PG-13 | 300000000.0 | 2007.0 | 5000.0 | 7.1 | 2.35 | 0 |
| 2 | Color | Sam Mendes | 602.0 | 148.0 | 0.0 | 161.0 | Rory Kinnear | 11000.0 | 200074175.0 | Action|Adventure|Thriller | ... | 994.0 | English | UK | PG-13 | 245000000.0 | 2015.0 | 393.0 | 6.8 | 2.35 | 85000 |
| 3 | Color | Christopher Nolan | 813.0 | 164.0 | 22000.0 | 23000.0 | Christian Bale | 27000.0 | 448130642.0 | Action|Thriller | ... | 2701.0 | English | USA | PG-13 | 250000000.0 | 2012.0 | 23000.0 | 8.5 | 2.35 | 164000 |
| 5 | Color | Andrew Stanton | 462.0 | 132.0 | 475.0 | 530.0 | Samantha Morton | 640.0 | 73058679.0 | Action|Adventure|Sci-Fi | ... | 738.0 | English | USA | PG-13 | 263700000.0 | 2012.0 | 632.0 | 6.6 | 2.35 | 24000 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5026 | Color | Olivier Assayas | 81.0 | 110.0 | 107.0 | 45.0 | Béatrice Dalle | 576.0 | 136007.0 | Drama|Music|Romance | ... | 39.0 | French | France | R | 4500.0 | 2004.0 | 133.0 | 6.9 | 2.35 | 171 |
| 5027 | Color | Jafar Panahi | 64.0 | 90.0 | 397.0 | 0.0 | Nargess Mamizadeh | 5.0 | 673780.0 | Drama | ... | 26.0 | Persian | Iran | Not Rated | 10000.0 | 2000.0 | 0.0 | 7.5 | 1.85 | 697 |
| 5033 | Color | Shane Carruth | 143.0 | 77.0 | 291.0 | 8.0 | David Sullivan | 291.0 | 424760.0 | Drama|Sci-Fi|Thriller | ... | 371.0 | English | USA | PG-13 | 7000.0 | 2004.0 | 45.0 | 7.0 | 1.85 | 19000 |
| 5035 | Color | Robert Rodriguez | 56.0 | 81.0 | 0.0 | 6.0 | Peter Marquardt | 121.0 | 2040920.0 | Action|Crime|Drama|Romance|Thriller | ... | 130.0 | Spanish | USA | R | 7000.0 | 1992.0 | 20.0 | 6.9 | 1.37 | 0 |
| 5042 | Color | Jon Gunn | 43.0 | 90.0 | 16.0 | 16.0 | Brian Herzlinger | 86.0 | 85222.0 | Documentary | ... | 84.0 | English | USA | PG | 1100.0 | 2004.0 | 23.0 | 6.6 | 1.85 | 456 |
3784 rows × 28 columns
In [29]:
C.shape
Out[29]:
(3784, 28)
Fully Cleaned data:¶
In [30]:
column=['gross','content_rating','budget','aspect_ratio']
B=A[A['gross'].isnull()==0]
B=B[B['budget'].isnull()==0]
B.head()
Out[30]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760505847.0 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237000000.0 | 2009.0 | 7.9 | 33000 |
| 1 | Gore Verbinski | 302.0 | 309404152.0 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300000000.0 | 2007.0 | 7.1 | 0 |
| 2 | Sam Mendes | 602.0 | 200074175.0 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245000000.0 | 2015.0 | 6.8 | 85000 |
| 3 | Christopher Nolan | 813.0 | 448130642.0 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250000000.0 | 2012.0 | 8.5 | 164000 |
| 5 | Andrew Stanton | 462.0 | 73058679.0 | Action|Adventure|Sci-Fi | Daryl Sabara | John Carter | 212204 | 738.0 | English | 263700000.0 | 2012.0 | 6.6 | 24000 |
In [31]:
B.shape
Out[31]:
(3891, 13)
In [32]:
B['director_name'].isnull().value_counts()
Out[32]:
False 3891 Name: director_name, dtype: int64
- ### Subtask 2.4: Fill NaN values
You might notice that the language column has some NaN values. Here, on inspection, you will see that it is safe to replace all the missing values with 'English'.
In [33]:
B[B['language'].isnull()]
Out[33]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3086 | Christopher Cain | 43.0 | 1066555.0 | Drama|History|Romance|Western | Jon Gries | September Dawn | 2618 | 111.0 | NaN | 11000000.0 | 2007.0 | 5.8 | 411 |
| 4110 | Michael Landon Jr. | 5.0 | 252726.0 | Drama|Family|Western | William Morgan Sheppard | Love's Abiding Joy | 1289 | 18.0 | NaN | 3000000.0 | 2006.0 | 7.2 | 76 |
| 4958 | Harry F. Millarde | 1.0 | 3000000.0 | Crime|Drama | Stephen Carr | Over the Hill to the Poorhouse | 5 | 1.0 | NaN | 100000.0 | 1920.0 | 4.8 | 0 |
In [34]:
print(B.shape)
print(B['language'].isnull().value_counts())
(3891, 13) False 3888 True 3 Name: language, dtype: int64
Filling up the Language 'Nan' value with 'English'¶
In [35]:
# Write your code for filling the NaN values in the 'language' column here
B['language'].fillna('English',inplace=True)
B['language'].isnull().value_counts()
Out[35]:
False 3891 Name: language, dtype: int64
- ### Subtask 2.5: Check the number of retained rows
You might notice that two of the columns viz. num_critic_for_reviews and actor_1_name have small percentages of NaN values left. You can let these columns as it is for now. Check the number and percentage of the rows retained after completing all the tasks above.
Contained all clean data:¶
In [36]:
# Write your code for checking number of retained rows here
# Write your code for column-wise null percentages here
D=B.shape[0]
for i in B.columns:
G=list(B[i].isnull().value_counts())
if len(G)==1:
F=0
else:
F=G[1]
null_per=(F/D)*100
not_null_per=((D-F)/D)*100
print('Column: {} Null_Percentage: {} True_value_Percentage: {}'.format(i,null_per,not_null_per))
Column: director_name Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: num_critic_for_reviews Null_Percentage: 0.02570033410434336 True_value_Percentage: 99.97429966589566 Column: gross Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: genres Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: actor_1_name Null_Percentage: 0.07710100231303006 True_value_Percentage: 99.92289899768697 Column: movie_title Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: num_voted_users Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: num_user_for_reviews Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: language Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: budget Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: title_year Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: imdb_score Null_Percentage: 0.0 True_value_Percentage: 100.0 Column: movie_facebook_likes Null_Percentage: 0.0 True_value_Percentage: 100.0
In [37]:
int(B.shape[0]/movies.shape[0]*100)
#movies is original dataframe and B is the cleaned dataframe
Out[37]:
77
Checkpoint 1: You might have noticed that we still have around 77% of the rows!
Task 3: Data Analysis¶
- ### Subtask 3.1: Change the unit of columns
Convert the unit of the budget and gross columns from $ to million $.
In [38]:
# Write your code for unit conversion for gross
B['gross']=B['gross']/1000000
B.head()
Out[38]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760.505847 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237000000.0 | 2009.0 | 7.9 | 33000 |
| 1 | Gore Verbinski | 302.0 | 309.404152 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300000000.0 | 2007.0 | 7.1 | 0 |
| 2 | Sam Mendes | 602.0 | 200.074175 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245000000.0 | 2015.0 | 6.8 | 85000 |
| 3 | Christopher Nolan | 813.0 | 448.130642 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250000000.0 | 2012.0 | 8.5 | 164000 |
| 5 | Andrew Stanton | 462.0 | 73.058679 | Action|Adventure|Sci-Fi | Daryl Sabara | John Carter | 212204 | 738.0 | English | 263700000.0 | 2012.0 | 6.6 | 24000 |
In [39]:
B[['budget']].head()
Out[39]:
| budget | |
|---|---|
| 0 | 237000000.0 |
| 1 | 300000000.0 |
| 2 | 245000000.0 |
| 3 | 250000000.0 |
| 5 | 263700000.0 |
In [40]:
# Write your code for unit conversion for budget here
B['budget']=B['budget']/1000000
B.head()
Out[40]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760.505847 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237.0 | 2009.0 | 7.9 | 33000 |
| 1 | Gore Verbinski | 302.0 | 309.404152 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300.0 | 2007.0 | 7.1 | 0 |
| 2 | Sam Mendes | 602.0 | 200.074175 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245.0 | 2015.0 | 6.8 | 85000 |
| 3 | Christopher Nolan | 813.0 | 448.130642 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250.0 | 2012.0 | 8.5 | 164000 |
| 5 | Andrew Stanton | 462.0 | 73.058679 | Action|Adventure|Sci-Fi | Daryl Sabara | John Carter | 212204 | 738.0 | English | 263.7 | 2012.0 | 6.6 | 24000 |
In [41]:
B['budget']=B['budget'].astype('int')
B.head()
Out[41]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760.505847 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 |
| 1 | Gore Verbinski | 302.0 | 309.404152 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300 | 2007.0 | 7.1 | 0 |
| 2 | Sam Mendes | 602.0 | 200.074175 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245 | 2015.0 | 6.8 | 85000 |
| 3 | Christopher Nolan | 813.0 | 448.130642 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250 | 2012.0 | 8.5 | 164000 |
| 5 | Andrew Stanton | 462.0 | 73.058679 | Action|Adventure|Sci-Fi | Daryl Sabara | John Carter | 212204 | 738.0 | English | 263 | 2012.0 | 6.6 | 24000 |
In [42]:
B['gross']=B['gross'].astype('int')
B.head()
Out[42]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 |
| 1 | Gore Verbinski | 302.0 | 309 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300 | 2007.0 | 7.1 | 0 |
| 2 | Sam Mendes | 602.0 | 200 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245 | 2015.0 | 6.8 | 85000 |
| 3 | Christopher Nolan | 813.0 | 448 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250 | 2012.0 | 8.5 | 164000 |
| 5 | Andrew Stanton | 462.0 | 73 | Action|Adventure|Sci-Fi | Daryl Sabara | John Carter | 212204 | 738.0 | English | 263 | 2012.0 | 6.6 | 24000 |
### Subtask 3.2: Find the movies with highest profit
- Create a new column called
profitwhich contains the difference of the two columns:grossandbudget. - Sort the dataframe using the
profitcolumn as reference. - Plot
profit(y-axis) vsbudget(x- axis) and observe the outliers using the appropriate chart type. - Extract the top ten profiting movies in descending order and store them in a new dataframe -
top10
- Create a new column called
In [43]:
# Write your code for creating the profit column here
B['Profit']=(B['gross']-B['budget'])
B.head()
Out[43]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 | 523 |
| 1 | Gore Verbinski | 302.0 | 309 | Action|Adventure|Fantasy | Johnny Depp | Pirates of the Caribbean: At World's End | 471220 | 1238.0 | English | 300 | 2007.0 | 7.1 | 0 | 9 |
| 2 | Sam Mendes | 602.0 | 200 | Action|Adventure|Thriller | Christoph Waltz | Spectre | 275868 | 994.0 | English | 245 | 2015.0 | 6.8 | 85000 | -45 |
| 3 | Christopher Nolan | 813.0 | 448 | Action|Thriller | Tom Hardy | The Dark Knight Rises | 1144337 | 2701.0 | English | 250 | 2012.0 | 8.5 | 164000 | 198 |
| 5 | Andrew Stanton | 462.0 | 73 | Action|Adventure|Sci-Fi | Daryl Sabara | John Carter | 212204 | 738.0 | English | 263 | 2012.0 | 6.6 | 24000 | -190 |
In [44]:
# Write your code for sorting on basis of profit earned.
B=B.sort_values(by=['Profit'],ascending=False)
B.head()
Out[44]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 | 523 |
| 29 | Colin Trevorrow | 644.0 | 652 | Action|Adventure|Sci-Fi|Thriller | Bryce Dallas Howard | Jurassic World | 418214 | 1290.0 | English | 150 | 2015.0 | 7.0 | 150000 | 502 |
| 26 | James Cameron | 315.0 | 658 | Drama|Romance | Leonardo DiCaprio | Titanic | 793059 | 2528.0 | English | 200 | 1997.0 | 7.7 | 26000 | 458 |
| 3024 | George Lucas | 282.0 | 460 | Action|Adventure|Fantasy|Sci-Fi | Harrison Ford | Star Wars: Episode IV - A New Hope | 911097 | 1470.0 | English | 11 | 1977.0 | 8.7 | 33000 | 449 |
| 3080 | Steven Spielberg | 215.0 | 434 | Family|Sci-Fi | Henry Thomas | E.T. the Extra-Terrestrial | 281842 | 515.0 | English | 10 | 1982.0 | 7.9 | 34000 | 424 |
In [46]:
#Top 10 movie of all time
top10 = B.head(10)
top10=top10.reset_index()
top10.drop(['index'],axis=1,inplace=True)
top10
Out[46]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 | 523 |
| 1 | Colin Trevorrow | 644.0 | 652 | Action|Adventure|Sci-Fi|Thriller | Bryce Dallas Howard | Jurassic World | 418214 | 1290.0 | English | 150 | 2015.0 | 7.0 | 150000 | 502 |
| 2 | James Cameron | 315.0 | 658 | Drama|Romance | Leonardo DiCaprio | Titanic | 793059 | 2528.0 | English | 200 | 1997.0 | 7.7 | 26000 | 458 |
| 3 | George Lucas | 282.0 | 460 | Action|Adventure|Fantasy|Sci-Fi | Harrison Ford | Star Wars: Episode IV - A New Hope | 911097 | 1470.0 | English | 11 | 1977.0 | 8.7 | 33000 | 449 |
| 4 | Steven Spielberg | 215.0 | 434 | Family|Sci-Fi | Henry Thomas | E.T. the Extra-Terrestrial | 281842 | 515.0 | English | 10 | 1982.0 | 7.9 | 34000 | 424 |
| 5 | Joss Whedon | 703.0 | 623 | Action|Adventure|Sci-Fi | Chris Hemsworth | The Avengers | 995415 | 1722.0 | English | 220 | 2012.0 | 8.1 | 123000 | 403 |
| 6 | Joss Whedon | 703.0 | 623 | Action|Adventure|Sci-Fi | Chris Hemsworth | The Avengers | 995415 | 1722.0 | English | 220 | 2012.0 | 8.1 | 123000 | 403 |
| 7 | Roger Allers | 186.0 | 422 | Adventure|Animation|Drama|Family|Musical | Matthew Broderick | The Lion King | 644348 | 656.0 | English | 45 | 1994.0 | 8.5 | 17000 | 377 |
| 8 | George Lucas | 320.0 | 474 | Action|Adventure|Fantasy|Sci-Fi | Natalie Portman | Star Wars: Episode I - The Phantom Menace | 534658 | 3597.0 | English | 115 | 1999.0 | 6.5 | 13000 | 359 |
| 9 | Christopher Nolan | 645.0 | 533 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169 | 4667.0 | English | 185 | 2008.0 | 9.0 | 37000 | 348 |
In [47]:
# Write code for profit vs budget plot here
import matplotlib
import matplotlib.pyplot as plt
f = plt.figure()
f.set_figwidth(15)
f.set_figheight(5)
ax=plt.gca()
top10.plot(kind='line',x='movie_title',y='Profit',ax=ax,color='red')
top10.plot(kind='line',x='movie_title',y='budget',ax=ax)
plt.show()
In [48]:
# Write code for profit vs budget plot here
import matplotlib
import matplotlib.pyplot as plt
f = plt.figure()
f.set_figwidth(15)
f.set_figheight(5)
ax=plt.gca()
top10.plot(kind='scatter',x='budget',y='Profit',color='red',ax=ax)
plt.xlabel('BUDGET')
plt.ylabel('PROFIT')
plt.show()
In [49]:
# Write code for profit vs budget plot here
import matplotlib
import matplotlib.pyplot as plt
f = plt.figure()
f.set_figwidth(15)
f.set_figheight(5)
ax=plt.gca()
top10.plot(kind='bar',x='budget',y='Profit',ax=ax)
plt.xlabel('BUDGET')
plt.ylabel('PROFIT')
plt.show()
- ### Subtask 3.3: Drop duplicate values
After you found out the top 10 profiting movies, you might have noticed a duplicate value. So, it seems like the dataframe has duplicate values as well. Drop the duplicate values from the dataframe and repeat Subtask 3.2. Note that the same movie_title can be there in different languages.
In [50]:
# Write your code for dropping duplicate values here
top10
Out[50]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 | 523 |
| 1 | Colin Trevorrow | 644.0 | 652 | Action|Adventure|Sci-Fi|Thriller | Bryce Dallas Howard | Jurassic World | 418214 | 1290.0 | English | 150 | 2015.0 | 7.0 | 150000 | 502 |
| 2 | James Cameron | 315.0 | 658 | Drama|Romance | Leonardo DiCaprio | Titanic | 793059 | 2528.0 | English | 200 | 1997.0 | 7.7 | 26000 | 458 |
| 3 | George Lucas | 282.0 | 460 | Action|Adventure|Fantasy|Sci-Fi | Harrison Ford | Star Wars: Episode IV - A New Hope | 911097 | 1470.0 | English | 11 | 1977.0 | 8.7 | 33000 | 449 |
| 4 | Steven Spielberg | 215.0 | 434 | Family|Sci-Fi | Henry Thomas | E.T. the Extra-Terrestrial | 281842 | 515.0 | English | 10 | 1982.0 | 7.9 | 34000 | 424 |
| 5 | Joss Whedon | 703.0 | 623 | Action|Adventure|Sci-Fi | Chris Hemsworth | The Avengers | 995415 | 1722.0 | English | 220 | 2012.0 | 8.1 | 123000 | 403 |
| 6 | Joss Whedon | 703.0 | 623 | Action|Adventure|Sci-Fi | Chris Hemsworth | The Avengers | 995415 | 1722.0 | English | 220 | 2012.0 | 8.1 | 123000 | 403 |
| 7 | Roger Allers | 186.0 | 422 | Adventure|Animation|Drama|Family|Musical | Matthew Broderick | The Lion King | 644348 | 656.0 | English | 45 | 1994.0 | 8.5 | 17000 | 377 |
| 8 | George Lucas | 320.0 | 474 | Action|Adventure|Fantasy|Sci-Fi | Natalie Portman | Star Wars: Episode I - The Phantom Menace | 534658 | 3597.0 | English | 115 | 1999.0 | 6.5 | 13000 | 359 |
| 9 | Christopher Nolan | 645.0 | 533 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169 | 4667.0 | English | 185 | 2008.0 | 9.0 | 37000 | 348 |
In [51]:
D=B.drop_duplicates(subset='movie_title',keep='first') #it will take the first entry of same time as unique and rest as duplicate
D.sort_values(by='Profit',ascending=False,inplace=True)
D.head()
Out[51]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 | 523 |
| 29 | Colin Trevorrow | 644.0 | 652 | Action|Adventure|Sci-Fi|Thriller | Bryce Dallas Howard | Jurassic World | 418214 | 1290.0 | English | 150 | 2015.0 | 7.0 | 150000 | 502 |
| 26 | James Cameron | 315.0 | 658 | Drama|Romance | Leonardo DiCaprio | Titanic | 793059 | 2528.0 | English | 200 | 1997.0 | 7.7 | 26000 | 458 |
| 3024 | George Lucas | 282.0 | 460 | Action|Adventure|Fantasy|Sci-Fi | Harrison Ford | Star Wars: Episode IV - A New Hope | 911097 | 1470.0 | English | 11 | 1977.0 | 8.7 | 33000 | 449 |
| 3080 | Steven Spielberg | 215.0 | 434 | Family|Sci-Fi | Henry Thomas | E.T. the Extra-Terrestrial | 281842 | 515.0 | English | 10 | 1982.0 | 7.9 | 34000 | 424 |
Deleting the duplicate movie name¶
In [52]:
# Write code for repeating subtask 2 here
top10=D.head(10)
top10
Out[52]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | James Cameron | 723.0 | 760 | Action|Adventure|Fantasy|Sci-Fi | CCH Pounder | Avatar | 886204 | 3054.0 | English | 237 | 2009.0 | 7.9 | 33000 | 523 |
| 29 | Colin Trevorrow | 644.0 | 652 | Action|Adventure|Sci-Fi|Thriller | Bryce Dallas Howard | Jurassic World | 418214 | 1290.0 | English | 150 | 2015.0 | 7.0 | 150000 | 502 |
| 26 | James Cameron | 315.0 | 658 | Drama|Romance | Leonardo DiCaprio | Titanic | 793059 | 2528.0 | English | 200 | 1997.0 | 7.7 | 26000 | 458 |
| 3024 | George Lucas | 282.0 | 460 | Action|Adventure|Fantasy|Sci-Fi | Harrison Ford | Star Wars: Episode IV - A New Hope | 911097 | 1470.0 | English | 11 | 1977.0 | 8.7 | 33000 | 449 |
| 3080 | Steven Spielberg | 215.0 | 434 | Family|Sci-Fi | Henry Thomas | E.T. the Extra-Terrestrial | 281842 | 515.0 | English | 10 | 1982.0 | 7.9 | 34000 | 424 |
| 794 | Joss Whedon | 703.0 | 623 | Action|Adventure|Sci-Fi | Chris Hemsworth | The Avengers | 995415 | 1722.0 | English | 220 | 2012.0 | 8.1 | 123000 | 403 |
| 509 | Roger Allers | 186.0 | 422 | Adventure|Animation|Drama|Family|Musical | Matthew Broderick | The Lion King | 644348 | 656.0 | English | 45 | 1994.0 | 8.5 | 17000 | 377 |
| 240 | George Lucas | 320.0 | 474 | Action|Adventure|Fantasy|Sci-Fi | Natalie Portman | Star Wars: Episode I - The Phantom Menace | 534658 | 3597.0 | English | 115 | 1999.0 | 6.5 | 13000 | 359 |
| 66 | Christopher Nolan | 645.0 | 533 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169 | 4667.0 | English | 185 | 2008.0 | 9.0 | 37000 | 348 |
| 439 | Gary Ross | 673.0 | 407 | Adventure|Drama|Sci-Fi|Thriller | Jennifer Lawrence | The Hunger Games | 701607 | 1959.0 | English | 78 | 2012.0 | 7.3 | 140000 | 329 |
In [53]:
# Write code for profit vs budget plot here
import matplotlib
import matplotlib.pyplot as plt
f = plt.figure()
f.set_figwidth(15)
f.set_figheight(5)
ax=plt.gca()
top10.plot(kind='bar',x='budget',y='Profit',ax=ax)
plt.xlabel('BUDGET')
plt.ylabel('PROFIT')
plt.show()
Checkpoint 2: You might spot two movies directed by James Cameron in the list.
### Subtask 3.4: Find IMDb Top 250
- Create a new dataframe
IMDb_Top_250and store the top 250 movies with the highest IMDb Rating (corresponding to the column:imdb_score). Also make sure that for all of these movies, thenum_voted_usersis greater than 25,000. Also add aRankcolumn containing the values 1 to 250 indicating the ranks of the corresponding films. - Extract all the movies in the
IMDb_Top_250dataframe which are not in the English language and store them in a new dataframe namedTop_Foreign_Lang_Film.
- Create a new dataframe
In [55]:
# Write your code for extracting the top 250 movies as per the IMDb score here. Make sure that you store it in a new dataframe
# and name that dataframe as 'IMDb_Top_250'
IMDB_Top_250=D.sort_values(by=['imdb_score'],ascending=False).where(D['num_voted_users']>25000)
IMDB_Top_250=IMDB_Top_250.reset_index()
IMDB_Top_250.drop('index',axis=1,inplace=True)
IMDB_Top_250.rename(columns={' ':'Rank'},inplace=True)
IMDB_Top_250.head()
Out[55]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Frank Darabont | 199.0 | 28.0 | Crime|Drama | Morgan Freeman | The Shawshank Redemption | 1689764.0 | 4144.0 | English | 25.0 | 1994.0 | 9.3 | 108000.0 | 3.0 |
| 1 | Francis Ford Coppola | 208.0 | 134.0 | Crime|Drama | Al Pacino | The Godfather | 1155770.0 | 2238.0 | English | 6.0 | 1972.0 | 9.2 | 43000.0 | 128.0 |
| 2 | Christopher Nolan | 645.0 | 533.0 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169.0 | 4667.0 | English | 185.0 | 2008.0 | 9.0 | 37000.0 | 348.0 |
| 3 | Francis Ford Coppola | 149.0 | 57.0 | Crime|Drama | Robert De Niro | The Godfather: Part II | 790926.0 | 650.0 | English | 13.0 | 1974.0 | 9.0 | 14000.0 | 44.0 |
| 4 | Peter Jackson | 328.0 | 377.0 | Action|Adventure|Drama|Fantasy | Orlando Bloom | The Lord of the Rings: The Return of the King | 1215718.0 | 3189.0 | English | 94.0 | 2003.0 | 8.9 | 16000.0 | 283.0 |
In [56]:
IMDB_Top_250.index
Out[56]:
RangeIndex(start=0, stop=3789, step=1)
In [57]:
IMDB_Top_250['Rank']=IMDB_Top_250.index+1
In [58]:
IMDB_Top_250.head()
Out[58]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Frank Darabont | 199.0 | 28.0 | Crime|Drama | Morgan Freeman | The Shawshank Redemption | 1689764.0 | 4144.0 | English | 25.0 | 1994.0 | 9.3 | 108000.0 | 3.0 | 1 |
| 1 | Francis Ford Coppola | 208.0 | 134.0 | Crime|Drama | Al Pacino | The Godfather | 1155770.0 | 2238.0 | English | 6.0 | 1972.0 | 9.2 | 43000.0 | 128.0 | 2 |
| 2 | Christopher Nolan | 645.0 | 533.0 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169.0 | 4667.0 | English | 185.0 | 2008.0 | 9.0 | 37000.0 | 348.0 | 3 |
| 3 | Francis Ford Coppola | 149.0 | 57.0 | Crime|Drama | Robert De Niro | The Godfather: Part II | 790926.0 | 650.0 | English | 13.0 | 1974.0 | 9.0 | 14000.0 | 44.0 | 4 |
| 4 | Peter Jackson | 328.0 | 377.0 | Action|Adventure|Drama|Fantasy | Orlando Bloom | The Lord of the Rings: The Return of the King | 1215718.0 | 3189.0 | English | 94.0 | 2003.0 | 8.9 | 16000.0 | 283.0 | 5 |
In [59]:
IMDB_Top_250.shape
Out[59]:
(3789, 15)
In [60]:
# Write your code to extract top foreign language films from 'IMDb_Top_250' here
Top_Foreign_Lang_Film = IMDB_Top_250[IMDB_Top_250['language']!='English'].dropna()
Top_Foreign_Lang_Film.head(15)
Out[60]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6 | Sergio Leone | 181.0 | 6.0 | Western | Clint Eastwood | The Good, the Bad and the Ugly | 503509.0 | 780.0 | Italian | 1.0 | 1966.0 | 8.9 | 20000.0 | 5.0 | 7 |
| 13 | Akira Kurosawa | 153.0 | 0.0 | Action|Adventure|Drama | Takashi Shimura | Seven Samurai | 229012.0 | 596.0 | Japanese | 2.0 | 1954.0 | 8.7 | 11000.0 | -2.0 | 14 |
| 16 | Fernando Meirelles | 214.0 | 7.0 | Crime|Drama | Alice Braga | City of God | 533200.0 | 749.0 | Portuguese | 3.0 | 2002.0 | 8.7 | 28000.0 | 4.0 | 17 |
| 22 | Hayao Miyazaki | 246.0 | 10.0 | Adventure|Animation|Family|Fantasy | Bunta Sugawara | Spirited Away | 417971.0 | 902.0 | Japanese | 19.0 | 2001.0 | 8.6 | 28000.0 | -9.0 | 23 |
| 33 | Majid Majidi | 46.0 | 0.0 | Drama|Family | Bahare Seddiqi | Children of Heaven | 27882.0 | 130.0 | Persian | 0.0 | 1997.0 | 8.5 | 0.0 | 0.0 | 34 |
| 41 | Florian Henckel von Donnersmarck | 215.0 | 11.0 | Drama|Thriller | Sebastian Koch | The Lives of Others | 259379.0 | 407.0 | German | 2.0 | 2006.0 | 8.5 | 39000.0 | 9.0 | 42 |
| 47 | S.S. Rajamouli | 44.0 | 6.0 | Action|Adventure|Drama|Fantasy|War | Tamannaah Bhatia | Baahubali: The Beginning | 62756.0 | 410.0 | Telugu | 18.0 | 2015.0 | 8.4 | 21000.0 | -12.0 | 48 |
| 51 | Asghar Farhadi | 354.0 | 7.0 | Drama|Mystery | Shahab Hosseini | A Separation | 151812.0 | 264.0 | Persian | 0.0 | 2011.0 | 8.4 | 48000.0 | 7.0 | 52 |
| 56 | Chan-wook Park | 305.0 | 2.0 | Drama|Mystery|Thriller | Min-sik Choi | Oldboy | 356181.0 | 809.0 | Korean | 3.0 | 2003.0 | 8.4 | 43000.0 | -1.0 | 57 |
| 58 | Jean-Pierre Jeunet | 242.0 | 33.0 | Comedy|Romance | Mathieu Kassovitz | Amélie | 534262.0 | 1314.0 | French | 77.0 | 2001.0 | 8.4 | 39000.0 | -44.0 | 59 |
| 60 | Wolfgang Petersen | 96.0 | 11.0 | Adventure|Drama|Thriller|War | Jürgen Prochnow | Das Boot | 168203.0 | 426.0 | German | 14.0 | 1981.0 | 8.4 | 11000.0 | -3.0 | 61 |
| 61 | Hayao Miyazaki | 174.0 | 2.0 | Adventure|Animation|Fantasy | Minnie Driver | Princess Mononoke | 221552.0 | 570.0 | Japanese | 2400.0 | 1997.0 | 8.4 | 11000.0 | -2398.0 | 62 |
| 68 | Oliver Hirschbiegel | 192.0 | 5.0 | Biography|Drama|History|War | Thomas Kretschmann | Downfall | 248354.0 | 564.0 | German | 13.0 | 2004.0 | 8.3 | 14000.0 | -8.0 | 69 |
| 69 | Thomas Vinterberg | 349.0 | 0.0 | Drama | Thomas Bo Larsen | The Hunt | 170155.0 | 249.0 | Danish | 3.0 | 2012.0 | 8.3 | 60000.0 | -3.0 | 70 |
| 70 | Fritz Lang | 260.0 | 0.0 | Drama|Sci-Fi | Brigitte Helm | Metropolis | 111841.0 | 413.0 | German | 6.0 | 1927.0 | 8.3 | 12000.0 | -6.0 | 71 |
Checkpoint 3: Can you spot Veer-Zaara in the dataframe?
### Subtask 3.5: Find the best directors
- Group the dataframe using the
director_namecolumn. - Find out the top 10 directors for whom the mean of
imdb_scoreis the highest and store them in a new dataframetop10director. Incase of a tie in IMDb score between two directors, sort them alphabetically.
- Group the dataframe using the
In [61]:
# Write your code for extracting the top 10 directors here
top10director=IMDB_Top_250.groupby('director_name').mean()
top10director=top10director.sort_values(by='imdb_score',ascending=False)
top10director.head(10)
# top10directors=top10director['director_name']
# top10directors
Out[61]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|
| director_name | ||||||||||
| Akira Kurosawa | 153.00 | 0.000000 | 2.290120e+05 | 596.000000 | 2.000000 | 1954.000000 | 8.700000 | 11000.000000 | -2.000000 | 14.000 |
| Tony Kaye | 162.00 | 6.000000 | 7.824370e+05 | 1420.000000 | 7.000000 | 1998.000000 | 8.600000 | 35000.000000 | -1.000000 | 25.000 |
| Charles Chaplin | 120.00 | 0.000000 | 1.430860e+05 | 211.000000 | 1.000000 | 1936.000000 | 8.600000 | 0.000000 | -1.000000 | 21.000 |
| Majid Majidi | 46.00 | 0.000000 | 2.788200e+04 | 130.000000 | 0.000000 | 1997.000000 | 8.500000 | 0.000000 | 0.000000 | 34.000 |
| Damien Chazelle | 535.00 | 13.000000 | 3.991380e+05 | 731.000000 | 3.000000 | 2014.000000 | 8.500000 | 129000.000000 | 10.000000 | 37.000 |
| Alfred Hitchcock | 290.00 | 32.000000 | 4.224320e+05 | 1040.000000 | 0.000000 | 1960.000000 | 8.500000 | 18000.000000 | 32.000000 | 30.000 |
| Sergio Leone | 138.00 | 4.666667 | 2.906917e+05 | 503.333333 | 10.333333 | 1971.333333 | 8.433333 | 10666.666667 | -5.666667 | 80.000 |
| Christopher Nolan | 511.25 | 226.250000 | 1.013285e+06 | 2424.875000 | 125.625000 | 2007.125000 | 8.425000 | 103625.000000 | 100.625000 | 143.125 |
| Asghar Farhadi | 354.00 | 7.000000 | 1.518120e+05 | 264.000000 | 0.000000 | 2011.000000 | 8.400000 | 48000.000000 | 7.000000 | 52.000 |
| S.S. Rajamouli | 44.00 | 6.000000 | 6.275600e+04 | 410.000000 | 18.000000 | 2015.000000 | 8.400000 | 21000.000000 | -12.000000 | 48.000 |
Checkpoint 4: No surprises that Damien Chazelle (director of Whiplash and La La Land) is in this list.
- ### Subtask 3.6: Find popular genres
You might have noticed the genres column in the dataframe with all the genres of the movies seperated by a pipe (|). Out of all the movie genres, the first two are most significant for any film.
- Extract the first two genres from the
genrescolumn and store them in two new columns:genre_1andgenre_2. Some of the movies might have only one genre. In such cases, extract the single genre into both the columns, i.e. for such movies thegenre_2will be the same asgenre_1. - Group the dataframe using
genre_1as the primary column andgenre_2as the secondary column. - Find out the 5 most popular combo of genres by finding the mean of the gross values using the
grosscolumn and store them in a new dataframe namedPopGenre.
In [74]:
# Write your code for extracting the first two genres of each movie here
F=IMDB_Top_250[IMDB_Top_250.isnull()==0].dropna()
F
Out[74]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Frank Darabont | 199.0 | 28.0 | Crime|Drama | Morgan Freeman | The Shawshank Redemption | 1689764.0 | 4144.0 | English | 25.0 | 1994.0 | 9.3 | 108000.0 | 3.0 | 1 |
| 1 | Francis Ford Coppola | 208.0 | 134.0 | Crime|Drama | Al Pacino | The Godfather | 1155770.0 | 2238.0 | English | 6.0 | 1972.0 | 9.2 | 43000.0 | 128.0 | 2 |
| 2 | Christopher Nolan | 645.0 | 533.0 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169.0 | 4667.0 | English | 185.0 | 2008.0 | 9.0 | 37000.0 | 348.0 | 3 |
| 3 | Francis Ford Coppola | 149.0 | 57.0 | Crime|Drama | Robert De Niro | The Godfather: Part II | 790926.0 | 650.0 | English | 13.0 | 1974.0 | 9.0 | 14000.0 | 44.0 | 4 |
| 4 | Peter Jackson | 328.0 | 377.0 | Action|Adventure|Drama|Fantasy | Orlando Bloom | The Lord of the Rings: The Return of the King | 1215718.0 | 3189.0 | English | 94.0 | 2003.0 | 8.9 | 16000.0 | 283.0 | 5 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3780 | Jason Friedberg | 112.0 | 39.0 | Adventure|Comedy | David Carradine | Epic Movie | 89687.0 | 666.0 | English | 20.0 | 2007.0 | 2.3 | 0.0 | 19.0 | 3781 |
| 3781 | Lawrence Guterman | 78.0 | 17.0 | Comedy|Family|Fantasy | Jamie Kennedy | Son of the Mask | 40751.0 | 239.0 | English | 84.0 | 2005.0 | 2.2 | 881.0 | -67.0 | 3782 |
| 3786 | Bob Clark | 32.0 | 9.0 | Comedy|Family|Sci-Fi | Scott Baio | Superbabies: Baby Geniuses 2 | 25371.0 | 129.0 | English | 20.0 | 2004.0 | 1.9 | 0.0 | -11.0 | 3787 |
| 3787 | Jason Friedberg | 111.0 | 14.0 | Comedy | Carmen Electra | Disaster Movie | 74945.0 | 359.0 | English | 25.0 | 2008.0 | 1.9 | 0.0 | -11.0 | 3788 |
| 3788 | Jon M. Chu | 84.0 | 73.0 | Documentary|Music | Usher Raymond | Justin Bieber: Never Say Never | 74351.0 | 233.0 | English | 13.0 | 2011.0 | 1.6 | 62000.0 | 60.0 | 3789 |
2542 rows × 15 columns
In [77]:
F[['genres']].head(5)
Out[77]:
| genres | |
|---|---|
| 0 | Crime|Drama |
| 1 | Crime|Drama |
| 2 | Action|Crime|Drama|Thriller |
| 3 | Crime|Drama |
| 4 | Action|Adventure|Drama|Fantasy |
In [97]:
import re
genre_1=[]
genre_2=[]
for i in F['genres']:
G=re.findall('[a-zA-Z]+',i)
if len(G)>=2:
genre_1.append(G[0])
genre_2.append(G[1])
else:
genre_1.append(G[0])
genre_2.append(G[0])
print(len(genre_1))
print(len(genre_2))
2542 2542
In [98]:
genre_1
Out[98]:
['Crime', 'Crime', 'Action', 'Crime', 'Action', 'Biography', 'Western', 'Crime', 'Drama', 'Action', 'Action', 'Action', 'Comedy', 'Action', 'Action', 'Action', 'Crime', 'Drama', 'Action', 'Biography', 'Comedy', 'Crime', 'Adventure', 'Crime', 'Crime', 'Adventure', 'Action', 'Crime', 'Crime', 'Horror', 'Action', 'Biography', 'Horror', 'Drama', 'Action', 'Drama', 'Drama', 'Adventure', 'Drama', 'Action', 'Drama', 'Drama', 'Crime', 'Action', 'Mystery', 'Adventure', 'Action', 'Action', 'Drama', 'Biography', 'Drama', 'Adventure', 'Drama', 'Crime', 'Adventure', 'Drama', 'Crime', 'Comedy', 'Action', 'Adventure', 'Adventure', 'Drama', 'Adventure', 'Comedy', 'Crime', 'Action', 'Biography', 'Drama', 'Drama', 'Comedy', 'Comedy', 'Crime', 'Adventure', 'Biography', 'Biography', 'Adventure', 'Adventure', 'Action', 'Drama', 'Drama', 'Adventure', 'Adventure', 'Adventure', 'Drama', 'Action', 'Sci', 'Drama', 'Drama', 'Adventure', 'Adventure', 'Action', 'Adventure', 'Crime', 'Action', 'Biography', 'Horror', 'Comedy', 'Drama', 'Drama', 'Biography', 'Drama', 'Drama', 'Comedy', 'Drama', 'Biography', 'Adventure', 'Adventure', 'Biography', 'Drama', 'Adventure', 'Drama', 'Action', 'Action', 'Adventure', 'Drama', 'Biography', 'Drama', 'Drama', 'Adventure', 'Drama', 'Crime', 'Crime', 'Action', 'Comedy', 'Crime', 'Adventure', 'Adventure', 'Action', 'Mystery', 'Adventure', 'Crime', 'Adventure', 'Biography', 'Action', 'Drama', 'Drama', 'Action', 'Drama', 'Action', 'Action', 'Action', 'Comedy', 'Action', 'Biography', 'Drama', 'Comedy', 'Drama', 'Adventure', 'Biography', 'Action', 'Drama', 'Action', 'Horror', 'Action', 'Drama', 'Comedy', 'Biography', 'Action', 'Adventure', 'Comedy', 'Action', 'Biography', 'Adventure', 'Drama', 'Adventure', 'Animation', 'Adventure', 'Action', 'Action', 'Drama', 'Drama', 'Animation', 'Drama', 'Drama', 'Drama', 'Adventure', 'Biography', 'Drama', 'Crime', 'Action', 'Comedy', 'Adventure', 'Drama', 'Documentary', 'Crime', 'Comedy', 'Drama', 'Biography', 'Drama', 'Drama', 'Animation', 'Drama', 'Biography', 'Action', 'Crime', 'Action', 'Action', 'Drama', 'Adventure', 'Drama', 'Action', 'Biography', 'Biography', 'Comedy', 'Crime', 'Biography', 'Drama', 'Drama', 'Biography', 'Action', 'Action', 'Drama', 'Crime', 'Drama', 'Drama', 'Fantasy', 'Drama', 'Adventure', 'Action', 'Crime', 'Action', 'Horror', 'Biography', 'Drama', 'Crime', 'Comedy', 'Drama', 'Action', 'Drama', 'Adventure', 'Adventure', 'Drama', 'Drama', 'Action', 'Adventure', 'Action', 'Drama', 'Biography', 'Drama', 'Biography', 'Adventure', 'Action', 'Biography', 'Crime', 'Action', 'Family', 'Action', 'Action', 'Drama', 'Drama', 'Drama', 'Adventure', 'Biography', 'Adventure', 'Drama', 'Adventure', 'Biography', 'Action', 'Comedy', 'Action', 'Adventure', 'Drama', 'Crime', 'Animation', 'Drama', 'Comedy', 'Biography', 'Crime', 'Biography', 'Comedy', 'Animation', 'Crime', 'Adventure', 'Adventure', 'Crime', 'Drama', 'Comedy', 'Action', 'Drama', 'Drama', 'Action', 'Action', 'Biography', 'Horror', 'Drama', 'Adventure', 'Action', 'Drama', 'Adventure', 'Crime', 'Adventure', 'Drama', 'Adventure', 'Action', 'Drama', 'Action', 'Action', 'Comedy', 'Comedy', 'Drama', 'Drama', 'Adventure', 'Action', 'Biography', 'Comedy', 'Crime', 'Animation', 'Crime', 'Adventure', 'Biography', 'Action', 'Comedy', 'Action', 'Action', 'Biography', 'Comedy', 'Drama', 'Drama', 'Comedy', 'Drama', 'Drama', 'Comedy', 'Comedy', 'Crime', 'Crime', 'Drama', 'Adventure', 'Biography', 'Comedy', 'Comedy', 'Comedy', 'Crime', 'Comedy', 'Adventure', 'Biography', 'Drama', 'Horror', 'Action', 'Adventure', 'Comedy', 'Drama', 'Action', 'Drama', 'Comedy', 'Action', 'Drama', 'Adventure', 'Action', 'Crime', 'Drama', 'Drama', 'Drama', 'Adventure', 'Drama', 'Drama', 'Comedy', 'Drama', 'Biography', 'Animation', 'Comedy', 'Biography', 'Biography', 'Drama', 'Drama', 'Action', 'Action', 'Crime', 'Comedy', 'Drama', 'Crime', 'Crime', 'Comedy', 'Action', 'Sci', 'Drama', 'Drama', 'Crime', 'Comedy', 'Action', 'Biography', 'Drama', 'Adventure', 'Biography', 'Crime', 'Comedy', 'Drama', 'Crime', 'Action', 'Drama', 'Action', 'Adventure', 'Drama', 'Animation', 'Biography', 'Animation', 'Drama', 'Adventure', 'Comedy', 'Biography', 'Drama', 'Comedy', 'Comedy', 'Drama', 'Drama', 'Crime', 'Drama', 'Drama', 'Drama', 'Drama', 'Comedy', 'Drama', 'Comedy', 'Action', 'Drama', 'Crime', 'Crime', 'Drama', 'Action', 'Biography', 'Drama', 'Fantasy', 'Drama', 'Biography', 'Action', 'Action', 'Drama', 'Action', 'Action', 'Drama', 'Adventure', 'Action', 'Action', 'Action', 'Drama', 'Action', 'Biography', 'Biography', 'Drama', 'Adventure', 'Action', 'Documentary', 'Drama', 'Drama', 'Biography', 'Action', 'Crime', 'Drama', 'Adventure', 'Comedy', 'Comedy', 'Comedy', 'Crime', 'Drama', 'Biography', 'Drama', 'Drama', 'Comedy', 'Adventure', 'Comedy', 'Adventure', 'Action', 'Adventure', 'Drama', 'Crime', 'Action', 'Drama', 'Drama', 'Drama', 'Drama', 'Crime', 'Drama', 'Adventure', 'Action', 'Action', 'Action', 'Biography', 'Action', 'Crime', 'Crime', 'Comedy', 'Biography', 'Crime', 'Biography', 'Action', 'Comedy', 'Comedy', 'Action', 'Action', 'Mystery', 'Crime', 'Action', 'Comedy', 'Drama', 'Drama', 'Comedy', 'Action', 'Drama', 'Drama', 'Drama', 'Comedy', 'Comedy', 'Comedy', 'Drama', 'Action', 'Drama', 'Fantasy', 'Crime', 'Comedy', 'Crime', 'Drama', 'Action', 'Drama', 'Crime', 'Documentary', 'Biography', 'Comedy', 'Biography', 'Animation', 'Adventure', 'Comedy', 'Animation', 'Adventure', 'Horror', 'Drama', 'Horror', 'Crime', 'Action', 'Drama', 'Drama', 'Biography', 'Biography', 'Comedy', 'Crime', 'Crime', 'Action', 'Crime', 'Crime', 'Horror', 'Drama', 'Animation', 'Drama', 'Drama', 'Adventure', 'Biography', 'Drama', 'Drama', 'Biography', 'Comedy', 'Drama', 'Adventure', 'Biography', 'Adventure', 'Biography', 'Biography', 'Biography', 'Crime', 'Drama', 'Drama', 'Biography', 'Action', 'Adventure', 'Action', 'Adventure', 'Drama', 'Adventure', 'Action', 'Comedy', 'Adventure', 'Comedy', 'Drama', 'Action', 'Crime', 'Adventure', 'Biography', 'Action', 'Biography', 'Comedy', 'Action', 'Adventure', 'Comedy', 'Drama', 'Action', 'Crime', 'Crime', 'Drama', 'Biography', 'Comedy', 'Comedy', 'Fantasy', 'Crime', 'Drama', 'Comedy', 'Comedy', 'Action', 'Crime', 'Comedy', 'Crime', 'Comedy', 'Crime', 'Drama', 'Action', 'Drama', 'Adventure', 'Crime', 'Crime', 'Drama', 'Action', 'Crime', 'Comedy', 'Drama', 'Drama', 'Action', 'Drama', 'Drama', 'Comedy', 'Drama', 'Adventure', 'Biography', 'Crime', 'Biography', 'Action', 'Crime', 'Biography', 'Crime', 'Biography', 'Action', 'Drama', 'Adventure', 'Comedy', 'Comedy', 'Action', 'Comedy', 'Drama', 'Adventure', 'Animation', 'Drama', 'Drama', 'Comedy', 'Action', 'Crime', 'Comedy', 'Action', 'Action', 'Drama', 'Adventure', 'Crime', 'Biography', 'Action', 'Adventure', 'Action', 'Horror', 'Action', 'Adventure', 'Documentary', 'Drama', 'Biography', 'Drama', 'Drama', 'Drama', 'Action', 'Crime', 'Crime', 'Adventure', 'Action', 'Drama', 'Biography', 'Comedy', 'Action', 'Drama', 'Action', 'Adventure', 'Crime', 'Adventure', 'Drama', 'Comedy', 'Action', 'Drama', 'Biography', 'Comedy', 'Biography', 'Mystery', 'Comedy', 'Crime', 'Action', 'Mystery', 'Crime', 'Comedy', 'Drama', 'Comedy', 'Adventure', 'Crime', 'Crime', 'Comedy', 'Crime', 'Biography', 'Comedy', 'Drama', 'Adventure', 'Drama', 'Comedy', 'Adventure', 'Action', 'Crime', 'Comedy', 'Comedy', 'Action', 'Biography', 'Adventure', 'Drama', 'Comedy', 'Comedy', 'Comedy', 'Adventure', 'Action', 'Crime', 'Drama', 'Drama', 'Comedy', 'Action', 'Animation', 'Drama', 'Drama', 'Crime', 'Adventure', 'Drama', 'Action', 'Action', 'Comedy', 'Adventure', 'Drama', 'Drama', 'Comedy', 'Adventure', 'Adventure', 'Adventure', 'Action', 'Action', 'Action', 'Animation', 'Drama', 'Action', 'Western', 'Adventure', 'Comedy', 'Action', 'Crime', 'Drama', 'Drama', 'Comedy', 'Action', 'Adventure', 'Action', 'Crime', 'Comedy', 'Drama', 'Biography', 'Comedy', 'Drama', 'Comedy', 'Action', 'Comedy', 'Action', 'Horror', 'Comedy', 'Horror', 'Drama', 'Mystery', 'Action', 'Drama', 'Drama', 'Biography', 'Action', 'Adventure', 'Adventure', 'Adventure', 'Drama', 'Crime', 'Action', 'Crime', 'Comedy', 'Drama', 'Action', 'Drama', 'Crime', 'Biography', 'Drama', 'Comedy', 'Crime', 'Action', 'Action', 'Drama', 'Drama', 'Drama', 'Drama', 'Action', 'Action', 'Comedy', 'Drama', 'Drama', 'Adventure', 'Comedy', 'Biography', 'Action', 'Adventure', 'Action', 'Action', 'Drama', 'Comedy', 'Biography', 'Drama', 'Animation', 'Adventure', 'Action', 'Comedy', 'Crime', 'Comedy', 'Action', 'Drama', 'Adventure', 'Comedy', 'Musical', 'Action', 'Drama', 'Action', 'Adventure', 'Biography', 'Biography', 'Adventure', 'Adventure', 'Drama', 'Biography', 'Horror', 'Comedy', 'Comedy', 'Action', 'Action', 'Comedy', 'Comedy', 'Action', 'Comedy', 'Adventure', 'Adventure', 'Comedy', 'Adventure', 'Action', 'Action', 'Drama', 'Biography', 'Action', 'Drama', 'Drama', 'Biography', 'Action', 'Drama', 'Comedy', 'Drama', 'Crime', 'Adventure', 'Comedy', 'Comedy', 'Fantasy', 'Drama', 'Adventure', 'Biography', 'Crime', 'Biography', 'Drama', 'Drama', 'Biography', 'Comedy', 'Drama', 'Action', 'Action', 'Adventure', 'Sci', 'Animation', 'Biography', 'Drama', 'Action', 'Drama', 'Comedy', 'Comedy', 'Action', 'Adventure', 'Action', 'Crime', 'Mystery', 'Biography', 'Comedy', 'Biography', 'Adventure', 'Comedy', 'Action', 'Adventure', 'Comedy', 'Comedy', 'Comedy', 'Action', 'Biography', 'Comedy', 'Drama', 'Animation', 'Drama', 'Drama', 'Drama', 'Crime', 'Action', 'Comedy', 'Drama', 'Action', 'Drama', 'Adventure', 'Comedy', 'Drama', 'Horror', 'Mystery', 'Action', 'Action', 'Drama', 'Action', 'Drama', 'Action', 'Drama', 'Adventure', 'Adventure', 'Animation', 'Action', 'Drama', 'Biography', 'Comedy', 'Romance', 'Crime', 'Animation', 'Adventure', 'Comedy', 'Drama', 'Action', 'Biography', 'Biography', 'Action', 'Comedy', 'Comedy', 'Drama', 'Action', 'Comedy', 'Action', 'Action', 'Comedy', 'Comedy', 'Action', 'Action', 'Action', 'Drama', 'Crime', 'Drama', 'Adventure', 'Action', 'Action', 'Drama', 'Action', 'Biography', 'Action', 'Horror', 'Biography', 'Drama', 'Biography', 'Drama', 'Crime', 'Adventure', 'Action', 'Fantasy', 'Drama', 'Crime', 'Fantasy', 'Action', 'Action', 'Crime', 'Adventure', 'Action', 'Crime', 'Comedy', 'Action', 'Adventure', 'Action', 'Drama', 'Comedy', 'Biography', 'Biography', 'Comedy', 'Action', 'Biography', 'Drama', 'Action', 'Comedy', 'Drama', 'Adventure', 'Comedy', 'Drama', 'Drama', 'Comedy', ...]
In [99]:
genre_2
Out[99]:
['Drama', 'Drama', 'Crime', 'Drama', 'Adventure', 'Drama', 'Western', 'Drama', 'Drama', 'Adventure', 'Adventure', 'Adventure', 'Drama', 'Adventure', 'Sci', 'Adventure', 'Drama', 'Drama', 'Adventure', 'Crime', 'Drama', 'Drama', 'Animation', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Mystery', 'Thriller', 'Drama', 'Sci', 'Family', 'Sci', 'Western', 'Music', 'Animation', 'Mystery', 'Adventure', 'War', 'Thriller', 'Drama', 'Drama', 'Thriller', 'Comedy', 'Adventure', 'Adventure', 'Drama', 'Drama', 'Mystery', 'Animation', 'Drama', 'Drama', 'Biography', 'Mystery', 'Drama', 'Romance', 'Adventure', 'Drama', 'Animation', 'Fantasy', 'Animation', 'Crime', 'Drama', 'Adventure', 'Drama', 'Drama', 'Sci', 'Crime', 'Music', 'Drama', 'Animation', 'Drama', 'Drama', 'Animation', 'Comedy', 'Adventure', 'Drama', 'Western', 'Drama', 'Animation', 'Mystery', 'Drama', 'Adventure', 'Fi', 'Fantasy', 'Mystery', 'Animation', 'Animation', 'Drama', 'Biography', 'Drama', 'Thriller', 'Drama', 'Mystery', 'Crime', 'Drama', 'Mystery', 'Comedy', 'Sport', 'History', 'Crime', 'Drama', 'Crime', 'Animation', 'Drama', 'Crime', 'Thriller', 'Family', 'Romance', 'Crime', 'Adventure', 'Drama', 'Drama', 'Drama', 'History', 'Sport', 'Family', 'Drama', 'Drama', 'Drama', 'Mystery', 'Fantasy', 'Thriller', 'Sci', 'Drama', 'Sci', 'Thriller', 'Drama', 'Drama', 'Comedy', 'Drama', 'Adventure', 'Drama', 'Mystery', 'Adventure', 'Sport', 'Biography', 'Action', 'Drama', 'Romance', 'Adventure', 'Drama', 'War', 'Drama', 'Sci', 'Animation', 'Crime', 'Animation', 'Romance', 'Adventure', 'Horror', 'Crime', 'Family', 'Comedy', 'Drama', 'Adventure', 'Animation', 'Horror', 'Sci', 'Drama', 'Drama', 'Romance', 'Drama', 'Biography', 'Drama', 'Adventure', 'Drama', 'Romance', 'Drama', 'Comedy', 'Romance', 'Romance', 'Sci', 'Drama', 'Drama', 'Drama', 'Drama', 'Adventure', 'Crime', 'Drama', 'Drama', 'Drama', 'Documentary', 'Drama', 'History', 'Drama', 'Mystery', 'Thriller', 'Biography', 'Drama', 'Drama', 'Adventure', 'Drama', 'Adventure', 'Crime', 'Romance', 'Drama', 'Drama', 'Adventure', 'Drama', 'Crime', 'Drama', 'Drama', 'Drama', 'Family', 'Drama', 'Drama', 'Comedy', 'Comedy', 'History', 'Drama', 'Drama', 'Romance', 'Romance', 'Music', 'Fantasy', 'Adventure', 'Drama', 'Mystery', 'Thriller', 'Drama', 'Romance', 'Drama', 'Drama', 'Sport', 'Adventure', 'Mystery', 'Comedy', 'Animation', 'Romance', 'Music', 'Adventure', 'Drama', 'Drama', 'History', 'Drama', 'Musical', 'Crime', 'Animation', 'Adventure', 'Comedy', 'Drama', 'Adventure', 'Sci', 'Thriller', 'Adventure', 'Drama', 'Sci', 'Romance', 'Fantasy', 'Drama', 'Animation', 'Mystery', 'Comedy', 'Drama', 'Comedy', 'Drama', 'Adventure', 'Comedy', 'Mystery', 'Drama', 'Family', 'War', 'Fantasy', 'Crime', 'Drama', 'Drama', 'Comedy', 'Comedy', 'Drama', 'Animation', 'Animation', 'Drama', 'Drama', 'Comedy', 'Adventure', 'Sci', 'Fantasy', 'Horror', 'Adventure', 'Comedy', 'Mystery', 'Drama', 'Drama', 'Adventure', 'Drama', 'Animation', 'Drama', 'Drama', 'Thriller', 'Family', 'Adventure', 'Drama', 'Adventure', 'Biography', 'Drama', 'Drama', 'Romance', 'Drama', 'Crime', 'Adventure', 'Crime', 'Comedy', 'Drama', 'Comedy', 'Drama', 'Comedy', 'Crime', 'Mystery', 'Drama', 'Adventure', 'Adventure', 'Drama', 'Comedy', 'Romance', 'Fantasy', 'Drama', 'Romance', 'Romance', 'Western', 'Family', 'Thriller', 'Drama', 'Mystery', 'Comedy', 'Drama', 'Fantasy', 'Drama', 'Musical', 'Drama', 'Drama', 'Animation', 'Drama', 'Romance', 'Mystery', 'Crime', 'Family', 'Comedy', 'Mystery', 'Drama', 'Romance', 'Drama', 'Drama', 'Drama', 'Comedy', 'Adventure', 'Drama', 'Drama', 'Mystery', 'Drama', 'Comedy', 'Drama', 'Romance', 'Drama', 'Thriller', 'Drama', 'Family', 'Drama', 'Drama', 'Drama', 'Romance', 'Music', 'Adventure', 'Comedy', 'Drama', 'Drama', 'Romance', 'Drama', 'Drama', 'Drama', 'Drama', 'Fi', 'History', 'Drama', 'Drama', 'Documentary', 'Mystery', 'Drama', 'Music', 'Comedy', 'Drama', 'Mystery', 'Drama', 'Drama', 'Drama', 'Adventure', 'Sport', 'Drama', 'Drama', 'Sci', 'Family', 'Drama', 'Comedy', 'Romance', 'Drama', 'Drama', 'Drama', 'Romance', 'Drama', 'Drama', 'Romance', 'War', 'Drama', 'History', 'Romance', 'History', 'Drama', 'Drama', 'Romance', 'Drama', 'Drama', 'War', 'Drama', 'Drama', 'Fantasy', 'Horror', 'Drama', 'Musical', 'Horror', 'Musical', 'Drama', 'Adventure', 'Adventure', 'Thriller', 'Adventure', 'Crime', 'Romance', 'Animation', 'Adventure', 'Crime', 'Adventure', 'History', 'Adventure', 'Drama', 'Drama', 'Music', 'Drama', 'Drama', 'Documentary', 'History', 'Romance', 'Crime', 'Adventure', 'Drama', 'Drama', 'Animation', 'Drama', 'Fantasy', 'Drama', 'Drama', 'Romance', 'Crime', 'Thriller', 'Family', 'Comedy', 'Family', 'Comedy', 'Sci', 'Adventure', 'Biography', 'History', 'Drama', 'Adventure', 'Horror', 'History', 'Mystery', 'Drama', 'Drama', 'Drama', 'Drama', 'Adventure', 'Comedy', 'Adventure', 'Crime', 'Comedy', 'Drama', 'Drama', 'Crime', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Adventure', 'Biography', 'Sci', 'Drama', 'Adventure', 'Drama', 'Sport', 'Romance', 'Comedy', 'Adventure', 'Thriller', 'Romance', 'Romance', 'Crime', 'Crime', 'Crime', 'Music', 'Adventure', 'Drama', 'Horror', 'Drama', 'Family', 'Drama', 'Romance', 'Sci', 'Romance', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Comedy', 'Family', 'Fantasy', 'Family', 'Animation', 'Thriller', 'Drama', 'Mystery', 'Thriller', 'Adventure', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Drama', 'Horror', 'Sci', 'Comedy', 'Mystery', 'Mystery', 'Comedy', 'Comedy', 'Mystery', 'Mystery', 'Crime', 'Drama', 'Family', 'Crime', 'Comedy', 'Drama', 'Drama', 'Crime', 'Drama', 'Drama', 'Mystery', 'Romance', 'Drama', 'Drama', 'Fantasy', 'Adventure', 'Family', 'Drama', 'Family', 'Comedy', 'Drama', 'Animation', 'Drama', 'Thriller', 'Crime', 'Drama', 'Family', 'Drama', 'Adventure', 'Crime', 'Drama', 'Adventure', 'Comedy', 'Drama', 'Musical', 'Crime', 'Drama', 'Drama', 'Romance', 'Drama', 'Sport', 'Comedy', 'Horror', 'Drama', 'Drama', 'Drama', 'Drama', 'Horror', 'Drama', 'Drama', 'Drama', 'Comedy', 'Drama', 'Romance', 'Adventure', 'Romance', 'Comedy', 'Drama', 'Drama', 'Mystery', 'Biography', 'Drama', 'Drama', 'History', 'Fantasy', 'Adventure', 'History', 'Romance', 'Drama', 'Mystery', 'Comedy', 'Drama', 'Drama', 'Comedy', 'Adventure', 'Drama', 'Crime', 'Drama', 'Drama', 'Comedy', 'Music', 'Comedy', 'Drama', 'Drama', 'Adventure', 'Drama', 'Drama', 'Biography', 'Drama', 'Romance', 'Music', 'Comedy', 'Adventure', 'Drama', 'Drama', 'Drama', 'Adventure', 'Romance', 'Comedy', 'Drama', 'Drama', 'Adventure', 'Comedy', 'Adventure', 'Sci', 'Adventure', 'Animation', 'Music', 'Drama', 'Drama', 'History', 'Drama', 'Sci', 'Adventure', 'Drama', 'Drama', 'Drama', 'Adventure', 'Mystery', 'Crime', 'Crime', 'Comedy', 'Drama', 'Animation', 'Sci', 'Drama', 'Animation', 'Music', 'Drama', 'Crime', 'Drama', 'Drama', 'Comedy', 'Drama', 'Thriller', 'Drama', 'Drama', 'Adventure', 'Sci', 'Drama', 'Drama', 'Fantasy', 'Drama', 'Comedy', 'Fantasy', 'Drama', 'Drama', 'Drama', 'Drama', 'Comedy', 'Drama', 'Comedy', 'Romance', 'Documentary', 'Animation', 'Crime', 'Drama', 'Fantasy', 'Drama', 'Adventure', 'Comedy', 'Comedy', 'Romance', 'Drama', 'Crime', 'Crime', 'Drama', 'Adventure', 'Drama', 'History', 'Thriller', 'Drama', 'Comedy', 'Family', 'Music', 'Romance', 'Drama', 'Drama', 'Mystery', 'Adventure', 'Crime', 'Drama', 'Biography', 'Drama', 'Drama', 'Drama', 'Animation', 'Biography', 'Animation', 'Adventure', 'Biography', 'Drama', 'Comedy', 'Family', 'Adventure', 'Western', 'Animation', 'Drama', 'Crime', 'Mystery', 'Romance', 'Romance', 'Drama', 'Crime', 'Comedy', 'Adventure', 'Thriller', 'Drama', 'Fantasy', 'Drama', 'Drama', 'Horror', 'Sport', 'Adventure', 'Fantasy', 'Crime', 'Mystery', 'Comedy', 'Horror', 'War', 'Thriller', 'Adventure', 'Horror', 'Drama', 'Drama', 'Crime', 'Horror', 'Animation', 'Drama', 'Sport', 'Drama', 'Crime', 'Drama', 'Drama', 'Romance', 'Crime', 'Drama', 'Drama', 'Drama', 'Mystery', 'Romance', 'Drama', 'Crime', 'Sci', 'Drama', 'Fantasy', 'Romance', 'Drama', 'Comedy', 'Adventure', 'Drama', 'Mystery', 'Drama', 'Adventure', 'Drama', 'Comedy', 'Adventure', 'Animation', 'Crime', 'Adventure', 'Romance', 'Music', 'Drama', 'Fantasy', 'Comedy', 'Animation', 'Comedy', 'Drama', 'Drama', 'Drama', 'Adventure', 'Sport', 'Drama', 'Drama', 'Romance', 'Sci', 'Romance', 'Drama', 'Animation', 'Drama', 'Drama', 'Drama', 'Drama', 'History', 'Drama', 'Mystery', 'Comedy', 'Crime', 'Adventure', 'Crime', 'Drama', 'Drama', 'Comedy', 'Crime', 'Animation', 'Animation', 'Romance', 'Animation', 'Adventure', 'Adventure', 'History', 'Drama', 'Adventure', 'Romance', 'Drama', 'Drama', 'Sci', 'Romance', 'Drama', 'Sport', 'Horror', 'Drama', 'Drama', 'Horror', 'Horror', 'Drama', 'Biography', 'Comedy', 'Drama', 'Drama', 'Mystery', 'Fantasy', 'Drama', 'Romance', 'Romance', 'Drama', 'Adventure', 'Animation', 'Fi', 'Drama', 'Drama', 'Mystery', 'Drama', 'Drama', 'Drama', 'Drama', 'Comedy', 'Comedy', 'Adventure', 'Drama', 'Sci', 'Drama', 'Drama', 'Drama', 'Comedy', 'Drama', 'Thriller', 'Comedy', 'Music', 'Crime', 'Crime', 'Adventure', 'Drama', 'Drama', 'Drama', 'Comedy', 'Romance', 'Drama', 'Thriller', 'Drama', 'Comedy', 'Drama', 'Romance', 'Mystery', 'Sci', 'Biography', 'Drama', 'Drama', 'Sci', 'Thriller', 'Horror', 'Drama', 'War', 'Adventure', 'Sci', 'Drama', 'Romance', 'Animation', 'Comedy', 'Family', 'Adventure', 'Mystery', 'Drama', 'Drama', 'Sci', 'Drama', 'Comedy', 'Biography', 'Crime', 'Fantasy', 'Crime', 'Drama', 'Comedy', 'Adventure', 'Crime', 'Drama', 'History', 'Comedy', 'Romance', 'Crime', 'Drama', 'Romance', 'Romance', 'Adventure', 'Thriller', 'Drama', 'History', 'Thriller', 'Romance', 'Animation', 'Sci', 'Action', 'Romance', 'Adventure', 'Drama', 'Comedy', 'Mystery', 'Drama', 'Drama', 'Drama', 'Musical', 'Drama', 'Animation', 'Adventure', 'Horror', 'Horror', 'Drama', 'Horror', 'Adventure', 'Drama', 'Drama', 'Biography', 'Crime', 'Drama', 'Drama', 'Adventure', 'Animation', 'Crime', 'Family', 'Drama', 'Crime', 'Crime', 'Fantasy', 'Comedy', 'Crime', 'Fantasy', 'Adventure', 'Comedy', 'Music', 'Animation', 'Drama', 'Sci', 'Music', 'Drama', ...]
In [111]:
F['genre_1']=genre_1
F['genre_2']=genre_2
F
Out[111]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | genre_1 | genre_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Frank Darabont | 199.0 | 28.0 | Crime|Drama | Morgan Freeman | The Shawshank Redemption | 1689764.0 | 4144.0 | English | 25.0 | 1994.0 | 9.3 | 108000.0 | 3.0 | 1 | Crime | Drama |
| 1 | Francis Ford Coppola | 208.0 | 134.0 | Crime|Drama | Al Pacino | The Godfather | 1155770.0 | 2238.0 | English | 6.0 | 1972.0 | 9.2 | 43000.0 | 128.0 | 2 | Crime | Drama |
| 2 | Christopher Nolan | 645.0 | 533.0 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169.0 | 4667.0 | English | 185.0 | 2008.0 | 9.0 | 37000.0 | 348.0 | 3 | Action | Crime |
| 3 | Francis Ford Coppola | 149.0 | 57.0 | Crime|Drama | Robert De Niro | The Godfather: Part II | 790926.0 | 650.0 | English | 13.0 | 1974.0 | 9.0 | 14000.0 | 44.0 | 4 | Crime | Drama |
| 4 | Peter Jackson | 328.0 | 377.0 | Action|Adventure|Drama|Fantasy | Orlando Bloom | The Lord of the Rings: The Return of the King | 1215718.0 | 3189.0 | English | 94.0 | 2003.0 | 8.9 | 16000.0 | 283.0 | 5 | Action | Adventure |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3780 | Jason Friedberg | 112.0 | 39.0 | Adventure|Comedy | David Carradine | Epic Movie | 89687.0 | 666.0 | English | 20.0 | 2007.0 | 2.3 | 0.0 | 19.0 | 3781 | Adventure | Comedy |
| 3781 | Lawrence Guterman | 78.0 | 17.0 | Comedy|Family|Fantasy | Jamie Kennedy | Son of the Mask | 40751.0 | 239.0 | English | 84.0 | 2005.0 | 2.2 | 881.0 | -67.0 | 3782 | Comedy | Family |
| 3786 | Bob Clark | 32.0 | 9.0 | Comedy|Family|Sci-Fi | Scott Baio | Superbabies: Baby Geniuses 2 | 25371.0 | 129.0 | English | 20.0 | 2004.0 | 1.9 | 0.0 | -11.0 | 3787 | Comedy | Family |
| 3787 | Jason Friedberg | 111.0 | 14.0 | Comedy | Carmen Electra | Disaster Movie | 74945.0 | 359.0 | English | 25.0 | 2008.0 | 1.9 | 0.0 | -11.0 | 3788 | Comedy | Comedy |
| 3788 | Jon M. Chu | 84.0 | 73.0 | Documentary|Music | Usher Raymond | Justin Bieber: Never Say Never | 74351.0 | 233.0 | English | 13.0 | 2011.0 | 1.6 | 62000.0 | 60.0 | 3789 | Documentary | Music |
2542 rows × 17 columns
In [129]:
movies_by_segment = F.groupby(['genre_1','genre_2']).count()
movies_by_segment.head()
Out[129]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| genre_1 | genre_2 | |||||||||||||||
| Action | Action | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| Adventure | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | 346 | |
| Animation | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | 7 | |
| Biography | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | 8 | |
| Comedy | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 | 93 |
Checkpoint 5: Well, as it turns out. Family + Sci-Fi is the most popular combo of genres out there!
### Subtask 3.7: Find the critic-favorite and audience-favorite actors
- Create three new dataframes namely,
Meryl_Streep,Leo_Caprio, andBrad_Pittwhich contain the movies in which the actors: 'Meryl Streep', 'Leonardo DiCaprio', and 'Brad Pitt' are the lead actors. Use only theactor_1_namecolumn for extraction. Also, make sure that you use the names 'Meryl Streep', 'Leonardo DiCaprio', and 'Brad Pitt' for the said extraction. - Append the rows of all these dataframes and store them in a new dataframe named
Combined. - Group the combined dataframe using the
actor_1_namecolumn. - Find the mean of the
num_critic_for_reviewsandnum_users_for_reviewand identify the actors which have the highest mean. - Observe the change in number of voted users over decades using a bar chart. Create a column called
decadewhich represents the decade to which every movie belongs to. For example, thetitle_yearyear 1923, 1925 should be stored as 1920s. Sort the dataframe based on the columndecade, group it bydecadeand find the sum of users voted in each decade. Store this in a new data frame calleddf_by_decade.
- Create three new dataframes namely,
In [137]:
# Write your code for creating three new dataframes here
# Include all movies in which Meryl Streep is the lead
Meryl_Streep = F.where(F['actor_1_name']=='Meryl Streep').dropna()
Meryl_Streep
Out[137]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | genre_1 | genre_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 467 | Stephen Daldry | 174.0 | 41.0 | Drama|Romance | Meryl Streep | The Hours | 102123.0 | 660.0 | English | 25.0 | 2002.0 | 7.6 | 0.0 | 16.0 | 468.0 | Drama | Romance |
| 997 | Sydney Pollack | 66.0 | 87.0 | Biography|Drama|Romance | Meryl Streep | Out of Africa | 52339.0 | 200.0 | English | 31.0 | 1985.0 | 7.2 | 0.0 | 56.0 | 998.0 | Biography | Drama |
| 1158 | Nora Ephron | 252.0 | 94.0 | Biography|Drama|Romance | Meryl Streep | Julie & Julia | 79264.0 | 277.0 | English | 40.0 | 2009.0 | 7.0 | 13000.0 | 54.0 | 1159.0 | Biography | Drama |
| 1534 | David Frankel | 208.0 | 124.0 | Comedy|Drama|Romance | Meryl Streep | The Devil Wears Prada | 286178.0 | 631.0 | English | 35.0 | 2006.0 | 6.8 | 0.0 | 89.0 | 1535.0 | Comedy | Drama |
| 1858 | Nancy Meyers | 187.0 | 112.0 | Comedy|Drama|Romance | Meryl Streep | It's Complicated | 69860.0 | 214.0 | English | 85.0 | 2009.0 | 6.6 | 0.0 | 27.0 | 1859.0 | Comedy | Drama |
| 2192 | Phyllida Lloyd | 331.0 | 29.0 | Biography|Drama|History | Meryl Streep | The Iron Lady | 82327.0 | 350.0 | English | 13.0 | 2011.0 | 6.4 | 18000.0 | 16.0 | 2193.0 | Biography | Drama |
| 2241 | Curtis Hanson | 42.0 | 46.0 | Action|Adventure|Crime|Thriller | Meryl Streep | The River Wild | 32544.0 | 69.0 | English | 45.0 | 1994.0 | 6.3 | 0.0 | 1.0 | 2242.0 | Action | Adventure |
| 2267 | David Frankel | 234.0 | 63.0 | Comedy|Drama|Romance | Meryl Streep | Hope Springs | 34258.0 | 178.0 | English | 30.0 | 2012.0 | 6.3 | 0.0 | 33.0 | 2268.0 | Comedy | Drama |
| 2470 | Robert Redford | 227.0 | 14.0 | Drama|Thriller|War | Meryl Streep | Lions for Lambs | 41170.0 | 298.0 | English | 35.0 | 2007.0 | 6.2 | 0.0 | -21.0 | 2471.0 | Drama | Thriller |
In [139]:
# Include all movies in which Leo_Caprio is the lead
Leo_Caprio = F.where(F['actor_1_name']=='Leonardo DiCaprio').dropna()
Leo_Caprio
Out[139]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | genre_1 | genre_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9 | Christopher Nolan | 642.0 | 292.0 | Action|Adventure|Sci-Fi|Thriller | Leonardo DiCaprio | Inception | 1468200.0 | 2803.0 | English | 160.0 | 2010.0 | 8.8 | 175000.0 | 132.0 | 10.0 | Action | Adventure |
| 28 | Martin Scorsese | 352.0 | 132.0 | Crime|Drama|Thriller | Leonardo DiCaprio | The Departed | 873649.0 | 2054.0 | English | 90.0 | 2006.0 | 8.5 | 29000.0 | 42.0 | 29.0 | Crime | Drama |
| 35 | Quentin Tarantino | 765.0 | 162.0 | Drama|Western | Leonardo DiCaprio | Django Unchained | 955174.0 | 1193.0 | English | 100.0 | 2012.0 | 8.5 | 199000.0 | 62.0 | 36.0 | Drama | Western |
| 103 | Martin Scorsese | 606.0 | 116.0 | Biography|Comedy|Crime|Drama | Leonardo DiCaprio | The Wolf of Wall Street | 780588.0 | 1138.0 | English | 100.0 | 2013.0 | 8.2 | 138000.0 | 16.0 | 104.0 | Biography | Comedy |
| 136 | Martin Scorsese | 490.0 | 127.0 | Mystery|Thriller | Leonardo DiCaprio | Shutter Island | 786092.0 | 964.0 | English | 80.0 | 2010.0 | 8.1 | 53000.0 | 47.0 | 137.0 | Mystery | Thriller |
| 137 | Alejandro G. Iñárritu | 556.0 | 183.0 | Adventure|Drama|Thriller|Western | Leonardo DiCaprio | The Revenant | 406020.0 | 1188.0 | English | 135.0 | 2015.0 | 8.1 | 190000.0 | 48.0 | 138.0 | Adventure | Drama |
| 175 | Edward Zwick | 166.0 | 57.0 | Adventure|Drama|Thriller | Leonardo DiCaprio | Blood Diamond | 400292.0 | 657.0 | English | 100.0 | 2006.0 | 8.0 | 14000.0 | -43.0 | 176.0 | Adventure | Drama |
| 212 | Steven Spielberg | 194.0 | 164.0 | Biography|Crime|Drama | Leonardo DiCaprio | Catch Me If You Can | 525801.0 | 667.0 | English | 52.0 | 2002.0 | 8.0 | 15000.0 | 112.0 | 213.0 | Biography | Crime |
| 432 | James Cameron | 315.0 | 658.0 | Drama|Romance | Leonardo DiCaprio | Titanic | 793059.0 | 2528.0 | English | 200.0 | 1997.0 | 7.7 | 26000.0 | 458.0 | 433.0 | Drama | Romance |
| 566 | Martin Scorsese | 233.0 | 77.0 | Crime|Drama | Leonardo DiCaprio | Gangs of New York | 314033.0 | 1166.0 | English | 100.0 | 2002.0 | 7.5 | 0.0 | -23.0 | 567.0 | Crime | Drama |
| 616 | Martin Scorsese | 267.0 | 102.0 | Biography|Drama | Leonardo DiCaprio | The Aviator | 264318.0 | 799.0 | English | 110.0 | 2004.0 | 7.5 | 0.0 | -8.0 | 617.0 | Biography | Drama |
| 822 | Baz Luhrmann | 490.0 | 144.0 | Drama|Romance | Leonardo DiCaprio | The Great Gatsby | 362933.0 | 753.0 | English | 105.0 | 2013.0 | 7.3 | 115000.0 | 39.0 | 823.0 | Drama | Romance |
| 857 | Sam Mendes | 323.0 | 22.0 | Drama|Romance | Leonardo DiCaprio | Revolutionary Road | 152591.0 | 414.0 | English | 35.0 | 2008.0 | 7.3 | 0.0 | -13.0 | 858.0 | Drama | Romance |
| 1090 | Ridley Scott | 238.0 | 39.0 | Action|Drama|Thriller | Leonardo DiCaprio | Body of Lies | 174248.0 | 263.0 | English | 70.0 | 2008.0 | 7.1 | 0.0 | -31.0 | 1091.0 | Action | Drama |
| 1570 | Baz Luhrmann | 106.0 | 46.0 | Drama|Romance | Leonardo DiCaprio | Romeo + Juliet | 167750.0 | 506.0 | English | 14.0 | 1996.0 | 6.8 | 10000.0 | 32.0 | 1571.0 | Drama | Romance |
| 1789 | Danny Boyle | 118.0 | 39.0 | Adventure|Drama|Thriller | Leonardo DiCaprio | The Beach | 176169.0 | 548.0 | English | 50.0 | 2000.0 | 6.6 | 0.0 | -11.0 | 1790.0 | Adventure | Drama |
| 1908 | Clint Eastwood | 392.0 | 37.0 | Biography|Crime|Drama | Leonardo DiCaprio | J. Edgar | 102728.0 | 279.0 | English | 35.0 | 2011.0 | 6.6 | 16000.0 | 2.0 | 1909.0 | Biography | Crime |
| 2071 | Sam Raimi | 63.0 | 18.0 | Action|Thriller|Western | Leonardo DiCaprio | The Quick and the Dead | 69197.0 | 216.0 | English | 32.0 | 1995.0 | 6.4 | 0.0 | -14.0 | 2072.0 | Action | Thriller |
| 2189 | Randall Wallace | 83.0 | 56.0 | Action|Adventure | Leonardo DiCaprio | The Man in the Iron Mask | 125219.0 | 244.0 | English | 35.0 | 1998.0 | 6.4 | 0.0 | 21.0 | 2190.0 | Action | Adventure |
In [140]:
# Include all movies in which Brad_Pitt is the lead
Brad_Pitt = F.where(F['actor_1_name']=='Brad Pitt').dropna()
Brad_Pitt
Out[140]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | genre_1 | genre_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8 | David Fincher | 315.0 | 37.0 | Drama | Brad Pitt | Fight Club | 1347461.0 | 2968.0 | English | 63.0 | 1999.0 | 8.8 | 48000.0 | -26.0 | 9.0 | Drama | Drama |
| 206 | Tony Scott | 122.0 | 12.0 | Action|Crime|Drama|Romance|Thriller | Brad Pitt | True Romance | 163492.0 | 460.0 | English | 13.0 | 1993.0 | 8.0 | 15000.0 | -1.0 | 207.0 | Action | Crime |
| 292 | David Fincher | 362.0 | 127.0 | Drama|Fantasy|Romance | Brad Pitt | The Curious Case of Benjamin Button | 459346.0 | 822.0 | English | 150.0 | 2008.0 | 7.8 | 23000.0 | -23.0 | 293.0 | Drama | Fantasy |
| 341 | Steven Soderbergh | 186.0 | 183.0 | Crime|Thriller | Brad Pitt | Ocean's Eleven | 402645.0 | 845.0 | English | 85.0 | 2001.0 | 7.8 | 0.0 | 98.0 | 342.0 | Crime | Thriller |
| 449 | David Ayer | 406.0 | 85.0 | Action|Drama|War | Brad Pitt | Fury | 303185.0 | 701.0 | English | 68.0 | 2014.0 | 7.6 | 82000.0 | 17.0 | 450.0 | Action | Drama |
| 454 | Neil Jordan | 120.0 | 105.0 | Drama|Fantasy|Horror | Brad Pitt | Interview with the Vampire: The Vampire Chroni... | 239752.0 | 406.0 | English | 60.0 | 1994.0 | 7.6 | 11000.0 | 45.0 | 455.0 | Drama | Fantasy |
| 588 | Alejandro G. Iñárritu | 285.0 | 34.0 | Drama | Brad Pitt | Babel | 243799.0 | 908.0 | English | 25.0 | 2006.0 | 7.5 | 0.0 | 9.0 | 589.0 | Drama | Drama |
| 617 | Andrew Dominik | 273.0 | 3.0 | Biography|Crime|Drama|History|Western | Brad Pitt | The Assassination of Jesse James by the Coward... | 136104.0 | 415.0 | English | 30.0 | 2007.0 | 7.5 | 0.0 | -27.0 | 618.0 | Biography | Crime |
| 925 | Wolfgang Petersen | 220.0 | 133.0 | Adventure | Brad Pitt | Troy | 381672.0 | 1694.0 | English | 175.0 | 2004.0 | 7.2 | 0.0 | -42.0 | 926.0 | Adventure | Adventure |
| 1175 | Jean-Jacques Annaud | 76.0 | 37.0 | Adventure|Biography|Drama|History|War | Brad Pitt | Seven Years in Tibet | 96385.0 | 119.0 | English | 70.0 | 1997.0 | 7.0 | 0.0 | -33.0 | 1176.0 | Adventure | Biography |
| 1278 | Tony Scott | 142.0 | 0.0 | Action|Crime|Thriller | Brad Pitt | Spy Game | 121259.0 | 361.0 | English | 92.0 | 2001.0 | 7.0 | 0.0 | -92.0 | 1279.0 | Action | Crime |
| 1644 | Terrence Malick | 584.0 | 13.0 | Drama|Fantasy | Brad Pitt | The Tree of Life | 136367.0 | 975.0 | English | 32.0 | 2011.0 | 6.7 | 39000.0 | -19.0 | 1645.0 | Drama | Fantasy |
| 1679 | Patrick Gilmore | 98.0 | 26.0 | Adventure|Animation|Comedy|Drama|Family|Fantas... | Brad Pitt | Sinbad: Legend of the Seven Seas | 36144.0 | 91.0 | English | 60.0 | 2003.0 | 6.7 | 880.0 | -34.0 | 1680.0 | Adventure | Animation |
| 2059 | Doug Liman | 233.0 | 186.0 | Action|Comedy|Crime|Romance|Thriller | Brad Pitt | Mr. & Mrs. Smith | 348861.0 | 798.0 | English | 120.0 | 2005.0 | 6.5 | 0.0 | 66.0 | 2060.0 | Action | Comedy |
| 2168 | Steven Soderbergh | 198.0 | 125.0 | Crime|Thriller | Brad Pitt | Ocean's Twelve | 284852.0 | 627.0 | English | 110.0 | 2004.0 | 6.4 | 0.0 | 15.0 | 2169.0 | Crime | Thriller |
| 2435 | Andrew Dominik | 414.0 | 14.0 | Crime|Thriller | Brad Pitt | Killing Them Softly | 111625.0 | 369.0 | English | 15.0 | 2012.0 | 6.2 | 20000.0 | -1.0 | 2436.0 | Crime | Thriller |
In [145]:
# Write your code for combining the three dataframes here
All_Three=pd.concat([Meryl_Streep,Leo_Caprio,Brad_Pitt])
All_Three.sort_values(by='actor_1_name',inplace=True)
All_Three
Out[145]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | genre_1 | genre_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2435 | Andrew Dominik | 414.0 | 14.0 | Crime|Thriller | Brad Pitt | Killing Them Softly | 111625.0 | 369.0 | English | 15.0 | 2012.0 | 6.2 | 20000.0 | -1.0 | 2436.0 | Crime | Thriller |
| 8 | David Fincher | 315.0 | 37.0 | Drama | Brad Pitt | Fight Club | 1347461.0 | 2968.0 | English | 63.0 | 1999.0 | 8.8 | 48000.0 | -26.0 | 9.0 | Drama | Drama |
| 206 | Tony Scott | 122.0 | 12.0 | Action|Crime|Drama|Romance|Thriller | Brad Pitt | True Romance | 163492.0 | 460.0 | English | 13.0 | 1993.0 | 8.0 | 15000.0 | -1.0 | 207.0 | Action | Crime |
| 292 | David Fincher | 362.0 | 127.0 | Drama|Fantasy|Romance | Brad Pitt | The Curious Case of Benjamin Button | 459346.0 | 822.0 | English | 150.0 | 2008.0 | 7.8 | 23000.0 | -23.0 | 293.0 | Drama | Fantasy |
| 341 | Steven Soderbergh | 186.0 | 183.0 | Crime|Thriller | Brad Pitt | Ocean's Eleven | 402645.0 | 845.0 | English | 85.0 | 2001.0 | 7.8 | 0.0 | 98.0 | 342.0 | Crime | Thriller |
| 454 | Neil Jordan | 120.0 | 105.0 | Drama|Fantasy|Horror | Brad Pitt | Interview with the Vampire: The Vampire Chroni... | 239752.0 | 406.0 | English | 60.0 | 1994.0 | 7.6 | 11000.0 | 45.0 | 455.0 | Drama | Fantasy |
| 588 | Alejandro G. Iñárritu | 285.0 | 34.0 | Drama | Brad Pitt | Babel | 243799.0 | 908.0 | English | 25.0 | 2006.0 | 7.5 | 0.0 | 9.0 | 589.0 | Drama | Drama |
| 449 | David Ayer | 406.0 | 85.0 | Action|Drama|War | Brad Pitt | Fury | 303185.0 | 701.0 | English | 68.0 | 2014.0 | 7.6 | 82000.0 | 17.0 | 450.0 | Action | Drama |
| 925 | Wolfgang Petersen | 220.0 | 133.0 | Adventure | Brad Pitt | Troy | 381672.0 | 1694.0 | English | 175.0 | 2004.0 | 7.2 | 0.0 | -42.0 | 926.0 | Adventure | Adventure |
| 1175 | Jean-Jacques Annaud | 76.0 | 37.0 | Adventure|Biography|Drama|History|War | Brad Pitt | Seven Years in Tibet | 96385.0 | 119.0 | English | 70.0 | 1997.0 | 7.0 | 0.0 | -33.0 | 1176.0 | Adventure | Biography |
| 1278 | Tony Scott | 142.0 | 0.0 | Action|Crime|Thriller | Brad Pitt | Spy Game | 121259.0 | 361.0 | English | 92.0 | 2001.0 | 7.0 | 0.0 | -92.0 | 1279.0 | Action | Crime |
| 1644 | Terrence Malick | 584.0 | 13.0 | Drama|Fantasy | Brad Pitt | The Tree of Life | 136367.0 | 975.0 | English | 32.0 | 2011.0 | 6.7 | 39000.0 | -19.0 | 1645.0 | Drama | Fantasy |
| 1679 | Patrick Gilmore | 98.0 | 26.0 | Adventure|Animation|Comedy|Drama|Family|Fantas... | Brad Pitt | Sinbad: Legend of the Seven Seas | 36144.0 | 91.0 | English | 60.0 | 2003.0 | 6.7 | 880.0 | -34.0 | 1680.0 | Adventure | Animation |
| 2059 | Doug Liman | 233.0 | 186.0 | Action|Comedy|Crime|Romance|Thriller | Brad Pitt | Mr. & Mrs. Smith | 348861.0 | 798.0 | English | 120.0 | 2005.0 | 6.5 | 0.0 | 66.0 | 2060.0 | Action | Comedy |
| 617 | Andrew Dominik | 273.0 | 3.0 | Biography|Crime|Drama|History|Western | Brad Pitt | The Assassination of Jesse James by the Coward... | 136104.0 | 415.0 | English | 30.0 | 2007.0 | 7.5 | 0.0 | -27.0 | 618.0 | Biography | Crime |
| 2168 | Steven Soderbergh | 198.0 | 125.0 | Crime|Thriller | Brad Pitt | Ocean's Twelve | 284852.0 | 627.0 | English | 110.0 | 2004.0 | 6.4 | 0.0 | 15.0 | 2169.0 | Crime | Thriller |
| 1090 | Ridley Scott | 238.0 | 39.0 | Action|Drama|Thriller | Leonardo DiCaprio | Body of Lies | 174248.0 | 263.0 | English | 70.0 | 2008.0 | 7.1 | 0.0 | -31.0 | 1091.0 | Action | Drama |
| 2189 | Randall Wallace | 83.0 | 56.0 | Action|Adventure | Leonardo DiCaprio | The Man in the Iron Mask | 125219.0 | 244.0 | English | 35.0 | 1998.0 | 6.4 | 0.0 | 21.0 | 2190.0 | Action | Adventure |
| 2071 | Sam Raimi | 63.0 | 18.0 | Action|Thriller|Western | Leonardo DiCaprio | The Quick and the Dead | 69197.0 | 216.0 | English | 32.0 | 1995.0 | 6.4 | 0.0 | -14.0 | 2072.0 | Action | Thriller |
| 1908 | Clint Eastwood | 392.0 | 37.0 | Biography|Crime|Drama | Leonardo DiCaprio | J. Edgar | 102728.0 | 279.0 | English | 35.0 | 2011.0 | 6.6 | 16000.0 | 2.0 | 1909.0 | Biography | Crime |
| 1789 | Danny Boyle | 118.0 | 39.0 | Adventure|Drama|Thriller | Leonardo DiCaprio | The Beach | 176169.0 | 548.0 | English | 50.0 | 2000.0 | 6.6 | 0.0 | -11.0 | 1790.0 | Adventure | Drama |
| 1570 | Baz Luhrmann | 106.0 | 46.0 | Drama|Romance | Leonardo DiCaprio | Romeo + Juliet | 167750.0 | 506.0 | English | 14.0 | 1996.0 | 6.8 | 10000.0 | 32.0 | 1571.0 | Drama | Romance |
| 857 | Sam Mendes | 323.0 | 22.0 | Drama|Romance | Leonardo DiCaprio | Revolutionary Road | 152591.0 | 414.0 | English | 35.0 | 2008.0 | 7.3 | 0.0 | -13.0 | 858.0 | Drama | Romance |
| 616 | Martin Scorsese | 267.0 | 102.0 | Biography|Drama | Leonardo DiCaprio | The Aviator | 264318.0 | 799.0 | English | 110.0 | 2004.0 | 7.5 | 0.0 | -8.0 | 617.0 | Biography | Drama |
| 822 | Baz Luhrmann | 490.0 | 144.0 | Drama|Romance | Leonardo DiCaprio | The Great Gatsby | 362933.0 | 753.0 | English | 105.0 | 2013.0 | 7.3 | 115000.0 | 39.0 | 823.0 | Drama | Romance |
| 28 | Martin Scorsese | 352.0 | 132.0 | Crime|Drama|Thriller | Leonardo DiCaprio | The Departed | 873649.0 | 2054.0 | English | 90.0 | 2006.0 | 8.5 | 29000.0 | 42.0 | 29.0 | Crime | Drama |
| 35 | Quentin Tarantino | 765.0 | 162.0 | Drama|Western | Leonardo DiCaprio | Django Unchained | 955174.0 | 1193.0 | English | 100.0 | 2012.0 | 8.5 | 199000.0 | 62.0 | 36.0 | Drama | Western |
| 103 | Martin Scorsese | 606.0 | 116.0 | Biography|Comedy|Crime|Drama | Leonardo DiCaprio | The Wolf of Wall Street | 780588.0 | 1138.0 | English | 100.0 | 2013.0 | 8.2 | 138000.0 | 16.0 | 104.0 | Biography | Comedy |
| 136 | Martin Scorsese | 490.0 | 127.0 | Mystery|Thriller | Leonardo DiCaprio | Shutter Island | 786092.0 | 964.0 | English | 80.0 | 2010.0 | 8.1 | 53000.0 | 47.0 | 137.0 | Mystery | Thriller |
| 9 | Christopher Nolan | 642.0 | 292.0 | Action|Adventure|Sci-Fi|Thriller | Leonardo DiCaprio | Inception | 1468200.0 | 2803.0 | English | 160.0 | 2010.0 | 8.8 | 175000.0 | 132.0 | 10.0 | Action | Adventure |
| 175 | Edward Zwick | 166.0 | 57.0 | Adventure|Drama|Thriller | Leonardo DiCaprio | Blood Diamond | 400292.0 | 657.0 | English | 100.0 | 2006.0 | 8.0 | 14000.0 | -43.0 | 176.0 | Adventure | Drama |
| 212 | Steven Spielberg | 194.0 | 164.0 | Biography|Crime|Drama | Leonardo DiCaprio | Catch Me If You Can | 525801.0 | 667.0 | English | 52.0 | 2002.0 | 8.0 | 15000.0 | 112.0 | 213.0 | Biography | Crime |
| 432 | James Cameron | 315.0 | 658.0 | Drama|Romance | Leonardo DiCaprio | Titanic | 793059.0 | 2528.0 | English | 200.0 | 1997.0 | 7.7 | 26000.0 | 458.0 | 433.0 | Drama | Romance |
| 566 | Martin Scorsese | 233.0 | 77.0 | Crime|Drama | Leonardo DiCaprio | Gangs of New York | 314033.0 | 1166.0 | English | 100.0 | 2002.0 | 7.5 | 0.0 | -23.0 | 567.0 | Crime | Drama |
| 137 | Alejandro G. Iñárritu | 556.0 | 183.0 | Adventure|Drama|Thriller|Western | Leonardo DiCaprio | The Revenant | 406020.0 | 1188.0 | English | 135.0 | 2015.0 | 8.1 | 190000.0 | 48.0 | 138.0 | Adventure | Drama |
| 2470 | Robert Redford | 227.0 | 14.0 | Drama|Thriller|War | Meryl Streep | Lions for Lambs | 41170.0 | 298.0 | English | 35.0 | 2007.0 | 6.2 | 0.0 | -21.0 | 2471.0 | Drama | Thriller |
| 2267 | David Frankel | 234.0 | 63.0 | Comedy|Drama|Romance | Meryl Streep | Hope Springs | 34258.0 | 178.0 | English | 30.0 | 2012.0 | 6.3 | 0.0 | 33.0 | 2268.0 | Comedy | Drama |
| 2241 | Curtis Hanson | 42.0 | 46.0 | Action|Adventure|Crime|Thriller | Meryl Streep | The River Wild | 32544.0 | 69.0 | English | 45.0 | 1994.0 | 6.3 | 0.0 | 1.0 | 2242.0 | Action | Adventure |
| 2192 | Phyllida Lloyd | 331.0 | 29.0 | Biography|Drama|History | Meryl Streep | The Iron Lady | 82327.0 | 350.0 | English | 13.0 | 2011.0 | 6.4 | 18000.0 | 16.0 | 2193.0 | Biography | Drama |
| 1858 | Nancy Meyers | 187.0 | 112.0 | Comedy|Drama|Romance | Meryl Streep | It's Complicated | 69860.0 | 214.0 | English | 85.0 | 2009.0 | 6.6 | 0.0 | 27.0 | 1859.0 | Comedy | Drama |
| 1534 | David Frankel | 208.0 | 124.0 | Comedy|Drama|Romance | Meryl Streep | The Devil Wears Prada | 286178.0 | 631.0 | English | 35.0 | 2006.0 | 6.8 | 0.0 | 89.0 | 1535.0 | Comedy | Drama |
| 1158 | Nora Ephron | 252.0 | 94.0 | Biography|Drama|Romance | Meryl Streep | Julie & Julia | 79264.0 | 277.0 | English | 40.0 | 2009.0 | 7.0 | 13000.0 | 54.0 | 1159.0 | Biography | Drama |
| 997 | Sydney Pollack | 66.0 | 87.0 | Biography|Drama|Romance | Meryl Streep | Out of Africa | 52339.0 | 200.0 | English | 31.0 | 1985.0 | 7.2 | 0.0 | 56.0 | 998.0 | Biography | Drama |
| 467 | Stephen Daldry | 174.0 | 41.0 | Drama|Romance | Meryl Streep | The Hours | 102123.0 | 660.0 | English | 25.0 | 2002.0 | 7.6 | 0.0 | 16.0 | 468.0 | Drama | Romance |
In [152]:
# Write your code for grouping the combined dataframe here
Grouped=All_Three.groupby('actor_1_name').mean()
Grouped
Out[152]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|
| actor_1_name | ||||||||||
| Brad Pitt | 252.125000 | 70.000000 | 300809.312500 | 784.937500 | 73.000000 | 2003.687500 | 7.268750 | 14930.000000 | -3.000000 | 1020.875000 |
| Leonardo DiCaprio | 336.789474 | 130.052632 | 468319.000000 | 967.368421 | 84.368421 | 2005.578947 | 7.547368 | 51578.947368 | 45.684211 | 777.052632 |
| Meryl Streep | 191.222222 | 67.777778 | 86673.666667 | 319.666667 | 37.666667 | 2003.888889 | 6.711111 | 3444.444444 | 30.111111 | 1688.111111 |
In [158]:
# Write the code for finding the mean of critic reviews and audience reviews here
Grouped.sort_values(by=['num_critic_for_reviews','num_user_for_reviews'],ascending=[False,False],inplace=True)
Grouped
Out[158]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|
| actor_1_name | ||||||||||
| Leonardo DiCaprio | 336.789474 | 130.052632 | 468319.000000 | 967.368421 | 84.368421 | 2005.578947 | 7.547368 | 51578.947368 | 45.684211 | 777.052632 |
| Brad Pitt | 252.125000 | 70.000000 | 300809.312500 | 784.937500 | 73.000000 | 2003.687500 | 7.268750 | 14930.000000 | -3.000000 | 1020.875000 |
| Meryl Streep | 191.222222 | 67.777778 | 86673.666667 | 319.666667 | 37.666667 | 2003.888889 | 6.711111 | 3444.444444 | 30.111111 | 1688.111111 |
In [222]:
Top_actor=Grouped.iloc[0:1]
Top_actor
Out[222]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|
| actor_1_name | ||||||||||
| Leonardo DiCaprio | 336.789474 | 130.052632 | 468319.0 | 967.368421 | 84.368421 | 2005.578947 | 7.547368 | 51578.947368 | 45.684211 | 777.052632 |
Checkpoint 6: Leonardo has aced both the lists!
In [279]:
# Write the code for calculating decade here
import time
start=time.process_time()
print('Start time is:',start)
F['title_year']=F['title_year'].astype('int')
F['decade']=0
for i in range(F.shape[0]):
F['decade'].iloc[i]=int(str(F['title_year'].iloc[i])[:3]+str('0'))
end=time.process_time()
print('End time is:',end)
print('Time difference is:',end-start)
F.head()
Start time is: 28.40625 End time is: 28.90625 Time difference is: 0.5
Out[279]:
| director_name | num_critic_for_reviews | gross | genres | actor_1_name | movie_title | num_voted_users | num_user_for_reviews | language | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | genre_1 | genre_2 | decade | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Frank Darabont | 199.0 | 28.0 | Crime|Drama | Morgan Freeman | The Shawshank Redemption | 1689764.0 | 4144.0 | English | 25.0 | 1994 | 9.3 | 108000.0 | 3.0 | 1 | Crime | Drama | 1990 |
| 1 | Francis Ford Coppola | 208.0 | 134.0 | Crime|Drama | Al Pacino | The Godfather | 1155770.0 | 2238.0 | English | 6.0 | 1972 | 9.2 | 43000.0 | 128.0 | 2 | Crime | Drama | 1970 |
| 2 | Christopher Nolan | 645.0 | 533.0 | Action|Crime|Drama|Thriller | Christian Bale | The Dark Knight | 1676169.0 | 4667.0 | English | 185.0 | 2008 | 9.0 | 37000.0 | 348.0 | 3 | Action | Crime | 2000 |
| 3 | Francis Ford Coppola | 149.0 | 57.0 | Crime|Drama | Robert De Niro | The Godfather: Part II | 790926.0 | 650.0 | English | 13.0 | 1974 | 9.0 | 14000.0 | 44.0 | 4 | Crime | Drama | 1970 |
| 4 | Peter Jackson | 328.0 | 377.0 | Action|Adventure|Drama|Fantasy | Orlando Bloom | The Lord of the Rings: The Return of the King | 1215718.0 | 3189.0 | English | 94.0 | 2003 | 8.9 | 16000.0 | 283.0 | 5 | Action | Adventure | 2000 |
In [287]:
# Write your code for creating the data frame df_by_decade here
df_by_decade=F.groupby(by='decade').sum()
df_by_decade.sort_values(by=['num_voted_users'],ascending=False,inplace=True)
df_by_decade
Out[287]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | |
|---|---|---|---|---|---|---|---|---|---|---|
| decade | ||||||||||
| 2000 | 217323.0 | 72443.0 | 159434290.0 | 574468.0 | 59543.0 | 2287437 | 7501.0 | 4063401.0 | 12900.0 | 2025590 |
| 2010 | 232227.0 | 55761.0 | 113525728.0 | 275273.0 | 43342.0 | 1517428 | 4977.2 | 25659000.0 | 12419.0 | 1343704 |
| 1990 | 47935.0 | 30620.0 | 66598763.0 | 179677.0 | 20755.0 | 884169 | 3015.2 | 1729504.0 | 9865.0 | 681917 |
| 1980 | 15895.0 | 9740.0 | 18560945.0 | 43476.0 | 3475.0 | 273973 | 969.9 | 676489.0 | 6265.0 | 174421 |
| 1970 | 5472.0 | 3246.0 | 8200671.0 | 18702.0 | 395.0 | 67166 | 260.4 | 270000.0 | 2851.0 | 22810 |
| 1960 | 2883.0 | 977.0 | 2944828.0 | 9013.0 | 132.0 | 39293 | 155.6 | 100000.0 | 845.0 | 9042 |
| 1930 | 635.0 | 404.0 | 783649.0 | 1654.0 | 8.0 | 7751 | 32.6 | 30000.0 | 396.0 | 673 |
| 1950 | 590.0 | 61.0 | 654542.0 | 1500.0 | 7.0 | 7824 | 33.4 | 21000.0 | 54.0 | 296 |
| 1940 | 301.0 | 183.0 | 202040.0 | 612.0 | 6.0 | 5826 | 23.4 | 3000.0 | 177.0 | 1016 |
| 1920 | 260.0 | 0.0 | 111841.0 | 413.0 | 6.0 | 1927 | 8.3 | 12000.0 | -6.0 | 71 |
In [299]:
df_by_decade['DECADE']=0
df_by_decade
Out[299]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | DECADE | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| decade | |||||||||||
| 2000 | 217323.0 | 72443.0 | 159434290.0 | 574468.0 | 59543.0 | 2287437 | 7501.0 | 4063401.0 | 12900.0 | 2025590 | 0 |
| 2010 | 232227.0 | 55761.0 | 113525728.0 | 275273.0 | 43342.0 | 1517428 | 4977.2 | 25659000.0 | 12419.0 | 1343704 | 0 |
| 1990 | 47935.0 | 30620.0 | 66598763.0 | 179677.0 | 20755.0 | 884169 | 3015.2 | 1729504.0 | 9865.0 | 681917 | 0 |
| 1980 | 15895.0 | 9740.0 | 18560945.0 | 43476.0 | 3475.0 | 273973 | 969.9 | 676489.0 | 6265.0 | 174421 | 0 |
| 1970 | 5472.0 | 3246.0 | 8200671.0 | 18702.0 | 395.0 | 67166 | 260.4 | 270000.0 | 2851.0 | 22810 | 0 |
| 1960 | 2883.0 | 977.0 | 2944828.0 | 9013.0 | 132.0 | 39293 | 155.6 | 100000.0 | 845.0 | 9042 | 0 |
| 1930 | 635.0 | 404.0 | 783649.0 | 1654.0 | 8.0 | 7751 | 32.6 | 30000.0 | 396.0 | 673 | 0 |
| 1950 | 590.0 | 61.0 | 654542.0 | 1500.0 | 7.0 | 7824 | 33.4 | 21000.0 | 54.0 | 296 | 0 |
| 1940 | 301.0 | 183.0 | 202040.0 | 612.0 | 6.0 | 5826 | 23.4 | 3000.0 | 177.0 | 1016 | 0 |
| 1920 | 260.0 | 0.0 | 111841.0 | 413.0 | 6.0 | 1927 | 8.3 | 12000.0 | -6.0 | 71 | 0 |
In [304]:
P=list(df_by_decade.index)
for i in range(df_by_decade.shape[0]):
df_by_decade['DECADE'].iloc[i]=P[i]
df_by_decade
Out[304]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | DECADE | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| decade | |||||||||||
| 2000 | 217323.0 | 72443.0 | 159434290 | 574468.0 | 59543.0 | 2287437 | 7501.0 | 4063401.0 | 12900.0 | 2025590 | 2000 |
| 2010 | 232227.0 | 55761.0 | 113525728 | 275273.0 | 43342.0 | 1517428 | 4977.2 | 25659000.0 | 12419.0 | 1343704 | 2010 |
| 1990 | 47935.0 | 30620.0 | 66598763 | 179677.0 | 20755.0 | 884169 | 3015.2 | 1729504.0 | 9865.0 | 681917 | 1990 |
| 1980 | 15895.0 | 9740.0 | 18560945 | 43476.0 | 3475.0 | 273973 | 969.9 | 676489.0 | 6265.0 | 174421 | 1980 |
| 1970 | 5472.0 | 3246.0 | 8200671 | 18702.0 | 395.0 | 67166 | 260.4 | 270000.0 | 2851.0 | 22810 | 1970 |
| 1960 | 2883.0 | 977.0 | 2944828 | 9013.0 | 132.0 | 39293 | 155.6 | 100000.0 | 845.0 | 9042 | 1960 |
| 1930 | 635.0 | 404.0 | 783649 | 1654.0 | 8.0 | 7751 | 32.6 | 30000.0 | 396.0 | 673 | 1930 |
| 1950 | 590.0 | 61.0 | 654542 | 1500.0 | 7.0 | 7824 | 33.4 | 21000.0 | 54.0 | 296 | 1950 |
| 1940 | 301.0 | 183.0 | 202040 | 612.0 | 6.0 | 5826 | 23.4 | 3000.0 | 177.0 | 1016 | 1940 |
| 1920 | 260.0 | 0.0 | 111841 | 413.0 | 6.0 | 1927 | 8.3 | 12000.0 | -6.0 | 71 | 1920 |
In [309]:
df_by_decade.astype('int')
Out[309]:
| num_critic_for_reviews | gross | num_voted_users | num_user_for_reviews | budget | title_year | imdb_score | movie_facebook_likes | Profit | Rank | DECADE | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| decade | |||||||||||
| 2000 | 217323 | 72443 | 159434290 | 574468 | 59543 | 2287437 | 7501 | 4063401 | 12900 | 2025590 | 2000 |
| 2010 | 232227 | 55761 | 113525728 | 275273 | 43342 | 1517428 | 4977 | 25659000 | 12419 | 1343704 | 2010 |
| 1990 | 47935 | 30620 | 66598763 | 179677 | 20755 | 884169 | 3015 | 1729504 | 9865 | 681917 | 1990 |
| 1980 | 15895 | 9740 | 18560945 | 43476 | 3475 | 273973 | 969 | 676489 | 6265 | 174421 | 1980 |
| 1970 | 5472 | 3246 | 8200671 | 18702 | 395 | 67166 | 260 | 270000 | 2851 | 22810 | 1970 |
| 1960 | 2883 | 977 | 2944828 | 9013 | 132 | 39293 | 155 | 100000 | 845 | 9042 | 1960 |
| 1930 | 635 | 404 | 783649 | 1654 | 8 | 7751 | 32 | 30000 | 396 | 673 | 1930 |
| 1950 | 590 | 61 | 654542 | 1500 | 7 | 7824 | 33 | 21000 | 54 | 296 | 1950 |
| 1940 | 301 | 183 | 202040 | 612 | 6 | 5826 | 23 | 3000 | 177 | 1016 | 1940 |
| 1920 | 260 | 0 | 111841 | 413 | 6 | 1927 | 8 | 12000 | -6 | 71 | 1920 |
In [329]:
# Write your code for plotting number of voted users vs decade
import matplotlib
import matplotlib.pyplot as plt
f = plt.figure()
f.set_figwidth(15)
f.set_figheight(10)
ax=plt.gca()
df_by_decade.plot(kind='line',x='DECADE',y='num_voted_users',ax=ax,linewidth=5,color='black')
df_by_decade.plot(kind='line',x='DECADE',y='num_user_for_reviews',ax=ax,linewidth=5,color='red')
plt.xlabel('Decade')
plt.ylabel('Vote')
plt.show()
In [ ]: